[Fix] Update links in readme of DETRs and MaskFormers (#9634)

open-mmlab · Jan 19, 2023 · 4c11117 · 4c11117
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diff --git a/configs/conditional_detr/README.md b/configs/conditional_detr/README.md
@@ -23,9 +23,9 @@ Our conditional DETR learns a conditional spatial query from the decoder embeddi
 
 We provide the config files and models for Conditional DETR: [Conditional DETR for Fast Training Convergence](https://arxiv.org/abs/2108.06152).
 
-| Backbone |      Model       | Lr schd | Mem (GB) | Inf time (fps) | box AP |                      Config                       |               Download               |
-| :------: | :--------------: | :-----: | :------: | :------------: | :----: | :-----------------------------------------------: | :----------------------------------: |
-|   R-50   | Conditional DETR |   50e   |   7.9    |                |  40.9  | [config](./conditional_detr_r50_8xb2-50e_coco.py) | \[model\](# TODO) \| \[log\](# TODO) |
+| Backbone |      Model       | Lr schd | Mem (GB) | Inf time (fps) | box AP |                      Config                       |                                                                                                                                                                        Download                                                                                                                                                                        |
+| :------: | :--------------: | :-----: | :------: | :------------: | :----: | :-----------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
+|   R-50   | Conditional DETR |   50e   |          |                |  40.9  | [config](./conditional-detr_r50_8xb2-50e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/conditional_detr/conditional-detr_r50_8xb2-50e_coco/conditional-detr_r50_8xb2-50e_coco_20221121_180202-c83a1dc0.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/conditional_detr/conditional-detr_r50_8xb2-50e_coco/conditional-detr_r50_8xb2-50e_coco_20221121_180202.log.json) |
 
 ## Citation
 

diff --git a/...etr/conditional_detr_r50_8xb2-50e_coco.py → ...etr/conditional-detr_r50_8xb2-50e_coco.py b/...etr/conditional_detr_r50_8xb2-50e_coco.py → ...etr/conditional-detr_r50_8xb2-50e_coco.py
diff --git a/configs/dab_detr/README.md b/configs/dab_detr/README.md
@@ -22,9 +22,9 @@ We present in this paper a novel query formulation using dynamic anchor boxes fo
 
 We provide the config files and models for DAB-DETR: [DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR](https://arxiv.org/abs/2201.12329).
 
-| Backbone |  Model   | Lr schd | Mem (GB) | Inf time (fps) | box AP |                  Config                   |               Download               |
-| :------: | :------: | :-----: | :------: | :------------: | :----: | :---------------------------------------: | :----------------------------------: |
-|   R-50   | DAB-DETR |   50e   |   6.4    |                |  42.3  | [config](./dab-detr_r50_8xb2-50e_coco.py) | \[model\](# TODO) \| \[log\](# TODO) |
+| Backbone |  Model   | Lr schd | Mem (GB) | Inf time (fps) | box AP |                  Config                   |                                                                                                                                                Download                                                                                                                                                |
+| :------: | :------: | :-----: | :------: | :------------: | :----: | :---------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
+|   R-50   | DAB-DETR |   50e   |          |                |  42.3  | [config](./dab-detr_r50_8xb2-50e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/dab_detr/dab-detr_r50_8xb2-50e_coco/dab-detr_r50_8xb2-50e_coco_20221122_120837-c1035c8c.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/dab_detr/dab-detr_r50_8xb2-50e_coco/dab-detr_r50_8xb2-50e_coco_20221122_120837.log.json) |
 
 ## Citation
 

diff --git a/configs/deformable_detr/README.md b/configs/deformable_detr/README.md
@@ -14,13 +14,13 @@ DETR has been recently proposed to eliminate the need for many hand-designed com
 
 ## Results and Models
 
-| Backbone |                Model                | Lr schd | box AP |                              Config                               |                                                                                                                                                                                                         Download                                                                                                                                                                                                          |
-| :------: | :---------------------------------: | :-----: | :----: | :---------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-|   R-50   |           Deformable DETR           |   50e   |  44.5  |         [config](./deformable-detr_r50_16xb2-50e_coco.py)         |                                 [model](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_r50_16x2_50e_coco/deformable_detr_r50_16x2_50e_coco_20210419_220030-a12b9512.pth) \| [log](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_r50_16x2_50e_coco/deformable_detr_r50_16x2_50e_coco_20210419_220030-a12b9512.log.json)                                 |
-|   R-50   | + iterative bounding box refinement |   50e   |  46.1  |     [config](./deformable-detr_refine_r50_16xb2-50e_coco.py)      |                   [model](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_refine_r50_16x2_50e_coco/deformable_detr_refine_r50_16x2_50e_coco_20210419_220503-5f5dff21.pth) \| [log](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_refine_r50_16x2_50e_coco/deformable_detr_refine_r50_16x2_50e_coco_20210419_220503-5f5dff21.log.json)                   |
-|   R-50   |    ++ two-stage Deformable DETR     |   50e   |  46.8  | [config](./deformable-detr_refine_twostage_r50_16xb2-50e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_twostage_refine_r50_16x2_50e_coco/deformable_detr_twostage_refine_r50_16x2_50e_coco_20210419_220613-9d28ab72.pth) \| [log](https://download.openmmlab.com/mmdetection/v2.0/deformable_detr/deformable_detr_twostage_refine_r50_16x2_50e_coco/deformable_detr_twostage_refine_r50_16x2_50e_coco_20210419_220613-9d28ab72.log.json) |
+| Backbone |                Model                | Lr schd | box AP |                              Config                               |                                                                                                                                                                                                       Download                                                                                                                                                                                                       |
+| :------: | :---------------------------------: | :-----: | :----: | :---------------------------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
+|   R-50   |           Deformable DETR           |   50e   |  44.3  |         [config](./deformable-detr_r50_16xb2-50e_coco.py)         |                                 [model](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr_r50_16xb2-50e_coco/deformable-detr_r50_16xb2-50e_coco_20221029_210934-6bc7d21b.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr_r50_16xb2-50e_coco/deformable-detr_r50_16xb2-50e_coco_20221029_210934.log.json)                                 |
+|   R-50   | + iterative bounding box refinement |   50e   |  46.2  |     [config](./deformable-detr-refine_r50_16xb2-50e_coco.py)      |                   [model](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine_r50_16xb2-50e_coco/deformable-detr-refine_r50_16xb2-50e_coco_20221022_225303-844e0f93.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine_r50_16xb2-50e_coco/deformable-detr-refine_r50_16xb2-50e_coco_20221022_225303.log.json)                   |
+|   R-50   |    ++ two-stage Deformable DETR     |   50e   |  47.0  | [config](./deformable-detr-refine-twostage_r50_16xb2-50e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco/deformable-detr-refine-twostage_r50_16xb2-50e_coco_20221021_184714-acc8a5ff.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco/deformable-detr-refine-twostage_r50_16xb2-50e_coco_20221021_184714.log.json) |
 
-# NOTE
+### NOTE
 
 1. All models are trained with batch size 32.
 2. The performance is unstable. `Deformable DETR` and `iterative bounding box refinement` may fluctuate about 0.3 mAP. `two-stage Deformable DETR` may fluctuate about 0.2 mAP.

diff --git a/configs/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco.py b/configs/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco.py
@@ -0,0 +1,2 @@
+_base_ = 'deformable-detr-refine_r50_16xb2-50e_coco.py'
+model = dict(as_two_stage=True)
diff --git a/...ormable-detr_refine_r50_16xb2-50e_coco.py → ...ormable-detr-refine_r50_16xb2-50e_coco.py b/...ormable-detr_refine_r50_16xb2-50e_coco.py → ...ormable-detr-refine_r50_16xb2-50e_coco.py
diff --git a/configs/deformable_detr/deformable-detr_refine_twostage_r50_16xb2-50e_coco.py b/configs/deformable_detr/deformable-detr_refine_twostage_r50_16xb2-50e_coco.py
diff --git a/configs/deformable_detr/metafile.yml b/configs/deformable_detr/metafile.yml
@@ -33,7 +33,7 @@ Models:
 
   - Name: deformable-detr_refine_r50_16xb2-50e_coco
     In Collection: Deformable DETR
-    Config: configs/deformable_detr/deformable-detr_refine_r50_16xb2-50e_coco.py
+    Config: configs/deformable_detr/deformable-detr-refine_r50_16xb2-50e_coco.py
     Metadata:
       Epochs: 50
     Results:
@@ -45,7 +45,7 @@ Models:
 
   - Name: deformable-detr_refine_twostage_r50_16xb2-50e_coco
     In Collection: Deformable DETR
-    Config: configs/deformable_detr/deformable-detr_refine_twostage_r50_16xb2-50e_coco.py
+    Config: configs/deformable_detr/deformable-detr-refine-twostage_r50_16xb2-50e_coco.py
     Metadata:
       Epochs: 50
     Results:

diff --git a/configs/detr/README.md b/configs/detr/README.md
@@ -14,9 +14,9 @@ We present a new method that views object detection as a direct set prediction p
 
 ## Results and Models
 
-| Backbone | Model | Lr schd | Mem (GB) | Inf time (fps) | box AP |                 Config                 |                                                                                                                                    Download                                                                                                                                    |
-| :------: | :---: | :-----: | :------: | :------------: | :----: | :------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-|   R-50   | DETR  |  150e   |   7.9    |                |  40.1  | [config](./detr_r50_8xb2-150e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v2.0/detr/detr_r50_8x2_150e_coco/detr_r50_8x2_150e_coco_20201130_194835-2c4b8974.pth) \| [log](https://download.openmmlab.com/mmdetection/v2.0/detr/detr_r50_8x2_150e_coco/detr_r50_8x2_150e_coco_20201130_194835.log.json) |
+| Backbone | Model | Lr schd | Mem (GB) | Inf time (fps) | box AP |                 Config                 |                                                                                                                                      Download                                                                                                                                      |
+| :------: | :---: | :-----: | :------: | :------------: | :----: | :------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
+|   R-50   | DETR  |  150e   |   7.9    |                |  39.9  | [config](./detr_r50_8xb2-150e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/detr/detr_r50_8xb2-150e_coco/detr_r50_8xb2-150e_coco_20221023_153551-436d03e8.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/detr/detr_r50_8xb2-150e_coco/detr_r50_8xb2-150e_coco_20221023_153551.log.json) |
 
 ## Citation
 

diff --git a/configs/dino/README.md b/configs/dino/README.md
@@ -14,9 +14,13 @@ We present DINO (DETR with Improved deNoising anchOr boxes), a state-of-the-art
 
 ## Results and Models
 
-| Backbone | Model | Lr schd | box AP |                    Config                    | Download |
-| :------: | :---: | :-----: | :----: | :------------------------------------------: | :------: |
-|   R-50   | DINO  |   12e   |  49.0  | [config](./dino_4scale_r50_8xb2-12e_coco.py) |          |
+| Backbone |    Model    | Lr schd | box AP |                    Config                    |                                                                                                                                                  Download                                                                                                                                                  |
+| :------: | :---------: | :-----: | :----: | :------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
+|   R-50   | DINO-4scale |   12e   |  49.0  | [config](./dino-4scale_r50_8xb2-12e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705-55b2bba2.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705.log.json) |
+
+### NOTE
+
+The performance is unstable. `DINO-4scale` with `R-50` may fluctuate about 0.4 mAP.
 
 ## Citation
 

diff --git a/...igs/dino/dino_4scale_r50_8xb2-12e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-12e_coco.py b/...igs/dino/dino_4scale_r50_8xb2-12e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-12e_coco.py
diff --git a/...igs/dino/dino_4scale_r50_8xb2-24e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-24e_coco.py b/...igs/dino/dino_4scale_r50_8xb2-24e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-24e_coco.py
@@ -1,4 +1,4 @@
-_base_ = './dino_4scale_r50_8xb2-12e_coco.py'
+_base_ = './dino-4scale_r50_8xb2-12e_coco.py'
 max_epochs = 24
 train_cfg = dict(
     type='EpochBasedTrainLoop', max_epochs=max_epochs, val_interval=1)

diff --git a/...igs/dino/dino_4scale_r50_8xb2-36e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-36e_coco.py b/...igs/dino/dino_4scale_r50_8xb2-36e_coco.py → ...igs/dino/dino-4scale_r50_8xb2-36e_coco.py
@@ -1,4 +1,4 @@
-_base_ = './dino_4scale_r50_8xb2-12e_coco.py'
+_base_ = './dino-4scale_r50_8xb2-12e_coco.py'
 max_epochs = 36
 train_cfg = dict(
     type='EpochBasedTrainLoop', max_epochs=max_epochs, val_interval=1)
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1,2 @@
		_base_ = 'deformable-detr-refine_r50_16xb2-50e_coco.py'
		model = dict(as_two_stage=True)