Collision Event Detection on CLEVRER T2 (val)
74.95AccuracyTIME
Evaluation Results
| Method | Links | |
|---|---|---|
| TIMEModality=32×32 Tracks, Size=ViT-B, Pre-training Dataset=Synthetic, Training Samples=0.25M (1×), Video Hours Eq.=140 (1×), Evaluation Protocol=Linear Probing2026.05 | 74.95 | |
| V-JEPA 2Modality=256×256 Video, Size=ViT-L, Pre-training Dataset=Real-World, Training Samples=22M (88×), Video Hours Eq.=≈1.73M (12, 357×), Evaluation Protocol=Linear Probing2026.05 | 58.92 | |
| RVMModality=224×224 Video, Size=ViT-B, Pre-training Dataset=Real-World, Training Samples=5.68M (23×), Video Hours Eq.=≈0.25M (1, 785×), Evaluation Protocol=Linear Probing2026.05 | 58.17 | |
| VideoMAEv2Modality=224×224 Video, Size=ViT-B, Pre-training Dataset=Real-World, Training Samples=5.36M (27×), Video Hours Eq.=≈7,500 (54×), Evaluation Protocol=Linear Probing2026.05 | 33.33 |