Grounded Situation Recognition on SWiG 1.0 (test)
58.19Top-1 Verb AccClipSitu XTF
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ClipSitu XTFBackbone=ViT-L14, Input Resolution=336px2023.07 | 58.19 | 47.23 | 29.73 | 40.01 | 15.03 | 85.69 | 68.42 | 41.42 | 49.78 | 25.22 | 78.52 | 45.31 | 54.36 | 33.2 | |
| CLIP-Event2023.07 | 45.6 | 33.1 | 20.1 | 21.6 | 10.6 | — | — | — | — | — | — | — | — | — | |
| CoFormer2023.07 | 44.66 | 35.98 | 22.22 | 29.05 | 12.21 | 73.31 | 57.76 | 33.98 | 46.25 | 18.37 | 75.95 | 41.87 | 60.11 | 22.12 | |
| SituFormer2023.07 | 44.2 | 35.24 | 21.86 | 29.22 | 13.41 | 71.21 | 55.75 | 33.27 | 46 | 20.1 | 75.85 | 42.13 | 61.89 | 24.89 | |
| Kernel GraphNet2023.07 | 43.27 | 35.41 | 19.38 | — | — | 68.72 | 55.62 | 30.29 | — | — | 72.92 | 42.35 | — | — | |
| GSRTR2023.07 | 40.63 | 32.15 | 19.28 | 25.49 | 10.1 | 69.81 | 54.13 | 31.01 | 42.5 | 15.88 | 74.11 | 39 | 57.45 | 19.67 | |
| JSL2023.07 | 39.94 | 31.44 | 18.87 | 24.86 | 9.66 | 67.6 | 51.88 | 29.39 | 40.6 | 14.72 | 73.21 | 37.82 | 56.57 | 18.45 | |
| ISL2023.07 | 39.36 | 30.09 | 18.62 | 22.73 | 7.72 | 65.51 | 50.16 | 28.47 | 36.6 | 11.56 | 72.42 | 37.1 | 52.19 | 14.58 | |
| CAQBackbone=RE-VGG2023.07 | 38.19 | 30.23 | 18.47 | — | — | 65.05 | 50.21 | 28.93 | — | — | 73.41 | 38.52 | — | — | |
| GraphNet2023.07 | 36.72 | 27.52 | 19.25 | — | — | 61.9 | 45.39 | 29.96 | — | — | 69.16 | 41.36 | — | — | |
| RNN w/ Fusion2023.07 | 35.9 | 27.45 | 16.36 | — | — | 63.08 | 46.88 | 26.06 | — | — | 70.27 | 35.25 | — | — | |
| CRF w/ DataAug2023.07 | 34.12 | 26.45 | 15.51 | — | — | 62.59 | 46.88 | 25.46 | — | — | 70.44 | 34.38 | — | — | |
| CRF2023.07 | 32.34 | 24.64 | 14.19 | — | — | 58.88 | 42.76 | 22.55 | — | — | 65.66 | 28.96 | — | — |