Checkpoints
Checkpoints for Video Classification are released.
Others are coming soon...
Video Classification Model Evaluation
Click on a number to download the corresponding checkpoint. For some models, the checkpoint is split into multiple parts—please click on each part to download all segments.
| Method | Test\Train | Cabin (All) |
Cabin (Split) |
Platform (All) |
Platform (L-A) |
Platform (Spilt) |
TADD (All) |
TADD (L-A) |
TADD (Spilt) |
|---|---|---|---|---|---|---|---|---|---|
| Uni-V2 (Top1) | All | 90.67% | - | 74.36% | 61.54% | - | 76.32% | 81.58% | - |
| Action | 91.94% | 90.32% | 75.00% | 70.83% | 75.00% | 84.88% | 88.37% | 80.00% | |
| Item | 53.85% | 46.15% | 73.33% | 46.67% | 53.33% | 50.00% | 60.71% | 60.71% | |
| Uni-V2 (mAcc) | All | 87.97% | - | 69.22% | 46.06% | - | 66.56% | 76.76% | - |
| Action | 91.49% | 90.06% | 75.30% | 56.33% | 75.30% | 78.08% | 87.38% | 71.83% | |
| Item | 40.00% | 41.67% | 61.11% | 37.50% | 47.22% | 45.83% | 55.30% | 54.17% | |
| Swin-T (Top1) | All | 86.67% | - | 69.23% | 66.67% | 54.39% | 77.19% | - | |
| Action | 90.32% | 93.55% | 75.00% | 70.83% | 62.50% | 86.05% | 84.88% | 81.18% | |
| Item | 69.23% | 30.77% | 60.00% | 60.00% | 33.33% | 67.86% | 53.57% | 57.14% | |
| Swin-T (mAcc) | All | 83.67% | - | 63.86% | 59.85% | - | 39.09% | 66.60% | - |
| Action | 90.48% | 93.39% | 73.21% | 70.00% | 54.46% | 81.79% | 78.21% | 79.19% | |
| Item | 53.33% | 25.00% | 51.39% | 51.39% | 33.33% | 56.06% | 44.70% | 51.67% | Swin-B (Top1) | All | 88.00% | - | 61.54% | 64.10% | - | 82.46% | 81.58% | - |
| Action | 91.94% | 93.55% | 70.83% | 70.83% | 62.50% | 83.72% | 87.21% | 84.71% | |
| Item | 69.23% | 30.77% | 46.67% | 53.33% | 46.67% | 78.57% | 64.29% | 46.43% | |
| Swin-B (mAcc) | All | 84.75% | - | 53.74% | 56.06% | - | 81.06% | 74.36% | - |
| Action | 91.15% | 93.57% | 62.80% | 66.67% | 56.85% | 82.34% | 85.04% | 82.24% | |
| Item | 55.00% | 25.00% | 41.67% | 47.22% | 41.67% | 79.17% | 53.03% | 42.50% | |
| Swin-L (Top1) | All | 94.67% | - | 53.85% | 66.67% | - | 83.33% | 84.21% | - |
| Action | 93.55% | 91.94% I II III | 62.50% | 75.00% | 66.67% | 86.05% | 90.70% | 85.88% | |
| Item | 100.00% | 53.85% | 40.00% | 53.33% | 40.00% | 75.00% | 64.29% | 42.86% | |
| Swin-L (mAcc) | All | 95.41% | - | 51.53% | 58.33% | - | 77.04% | 73.93% | - |
| Action | 93.57% | 91.40% I II III | 56.85% | 71.76% | 54.46% | 83.73% | 84.88% | 83.31% | |
| Item | 100.00% | 50.00% | 44.44% | 47.22% | 38.89% | 59.09% | 57.27% | 40.00% |