3D Affordance Grounding on VIDA 1.0 (Unseen)
10.95mIoUVideoAfford
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VideoAffordCategory=MLLM-based2026.02 | 10.95 | 72.86 | 40.08 | 0.255 | |
| GREATCategory=MLLM-based2026.02 | 8.22 | 70.19 | 35.08 | 0.269 | |
| LMAfford3DCategory=MLLM-based, Reproduced=true2026.02 | 8.11 | 66.42 | 33.61 | 0.278 | |
| SeqaffordCategory=MLLM-based2026.02 | 8.07 | 65.53 | 32.4 | 0.286 | |
| IAGNetCategory=Non-MLLM-based2026.02 | 7.97 | 68.97 | 34.85 | 0.277 | |
| LASOCategory=Non-MLLM-based2026.02 | 7.41 | 69.21 | 33.77 | 0.288 | |
| PFusionCategory=Non-MLLM-based2026.02 | 7.27 | 56.69 | 34.05 | 0.371 | |
| XMFCategory=Non-MLLM-based2026.02 | 6.01 | 53.41 | 31.53 | 0.388 |