Update README.md

README.md

@@ -87,13 +87,18 @@ python extract_rankings_coco.py ./config/coco/pcme_coco.yaml \
 python evaluate_pmrp_coco.py --ranking_file <dumped_ranking_file>
 ```
 
-| Method   | I2T PMRP | I2T R@1 | T2I PMRP | T2I R@1 | Model file |
-|----------|----------|---------|----------|---------|------------|
-| PCME     | 45.0     | 68.8    | 46.0     | 54.6    | [link](https://drive.google.com/file/d/1S8H8LRORL_7ZAD4KLn7hkCPs8j6Q9Beh/view?usp=sharing) |
-| PVSE K=1 | 40.3     | 66.7    | 41.8     | 53.5    | -          |
-| PVSE K=2 | 42.8     | 69.2    | 43.6     | 55.2    | -          |
-| VSRN     | 41.2     | 76.2    | 42.4     | 62.8    | -          |
-| VSRN + AOQ | 44.7   | 77.5    | 45.6     | 63.5    | -          |
+| Method   | I2T 1K PMRP | I2T 1K R@1 | I2T ECCV mAP@R | T2I 1K PMRP | T2I 1K R@1 | T2I ECCV mAP@R | Model file |
+|----------|----------|---------|----------|----------|---------|----------|------------|
+| PCME     | 45.0     | 68.8    |   26.2   | 46.0     | 54.6    |   48.0   | [link](https://drive.google.com/file/d/1S8H8LRORL_7ZAD4KLn7hkCPs8j6Q9Beh/view?usp=sharing) |
+| PCME (CutMix-pretrained) | 46.2 | 68.3 | 28.6 | 47.1 | 56.7 | 54.9 | [link](https://drive.google.com/file/d/1K9d_NHU1wyzGsfH1hJ07k_nQ9dSHFHXK/view?usp=sharing) |
+| PVSE K=1 | 40.3     | 66.7    |   23.4   | 41.8     | 53.5    |   44.6   | -          |
+| PVSE K=2 | 42.8     | 69.2    |   26.7   | 43.6     | 55.2    |   53.8   | -          |
+| VSRN     | 41.2     | 76.2    |   30.8   | 42.4     | 62.8    |   53.8   | -          |
+| VSRN + AOQ | 44.7   | 77.5    |   30.7   | 45.6     | 63.5    |   51.2   | -          |
+
+Check [ECCV Caption dataset](https://github.com/naver-ai/eccv-caption) for more details of "ECCV mAP@R".
+- Paper: [ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-verified Image-Caption Associations for MS-COCO](https://arxiv.org/abs/2204.03359)
+- GitHub: [naver-ai/eccv-caption](https://github.com/naver-ai/eccv-caption)
 
 ### CUB Caption