Single Object Tracking on VastTrack
55AUCSAM 2++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAM 2++2025.10 | 55 | 60.4 | 65.5 | |
| DTPTrackSource=Ours, Backbone scale=L, Input resolution=3782026.04 | 47.2 | 49.7 | — | |
| LoRATSource=ECCV24, Backbone scale=g, Input resolution=3782026.04 | 46 | 48.8 | — | |
| LoRATv2Source=NIPS25, Backbone scale=L, Input resolution=3782026.04 | 44.2 | 46.7 | — | |
| SUTrackResolution=2242025.10 | 44.2 | 44.8 | 53.8 | |
| LoRATSource=ECCV24, Backbone scale=L, Input resolution=3782026.04 | 43.9 | 45.8 | — | |
| DTPTrackSource=Ours, Backbone scale=B, Input resolution=2242026.04 | 40.7 | 40.2 | — | |
| LoRATResolution=3782025.10 | 40.4 | 43.4 | 40.7 | |
| LoRATv2Source=NIPS25, Backbone scale=B, Input resolution=2242026.04 | 39.1 | 38.7 | — | |
| LoRATSource=ECCV24, Backbone scale=B, Input resolution=3782026.04 | 38.7 | 37.8 | — | |
| LoRATResolution=2242025.10 | 38.7 | 41.1 | 37.8 | |
| HIPTrackResolution=3842025.10 | 38.6 | 36.8 | 46.3 | |
| DropTrackResolution=3842025.10 | 37.5 | 36.4 | 45.9 | |
| ROMTrackResolution=3842025.10 | 37.1 | 36.2 | 45.5 | |
| ROMTrackSource=ICCV23, Input resolution=3842026.04 | 37 | 36.1 | — | |
| DropTrackSource=CVPR23, Input resolution=3842026.04 | 37 | 36.5 | — | |
| ARTrack-V2Resolution=2562025.10 | 37 | 34.8 | 44.5 | |
| MixViTConvMAEResolution=2882025.10 | 36.4 | 34.9 | 44 | |
| GRMSource=CVPR232026.04 | 36.3 | 34.8 | — | |
| SeqTrackResolution=3842025.10 | 35.8 | 35.3 | 44.8 | |
| ARTrackResolution=2562025.10 | 35.7 | 32.4 | 42.1 | |
| ARTrackSource=CVPR23, Backbone scale=L, Input resolution=3842026.04 | 35.6 | 32.4 | — | |
| ROMTrackResolution=2562025.10 | 35.4 | 33.5 | 43.6 | |
| SeqTrackResolution=2562025.10 | 34.8 | 33.6 | 43.6 | |
| GRMResolution=2562025.10 | 34.6 | 32.3 | 42.2 | |
| SimTrackResolution=2242025.10 | 34.5 | 30.4 | 40.5 | |
| OSTrackResolution=2562025.10 | 33.8 | 31.1 | 41.3 | |
| OSTrackResolution=3842025.10 | 33.7 | 31.4 | 40.8 | |
| OSTrackSource=ECCV22, Input resolution=3842026.04 | 33.6 | 31.5 | — |