Visual Object Tracking on COESOT
71.4SRBAT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BATType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 71.4 | 80.5 | 72.7 | 80.8 | 86.7 | |
| ISTASTrackType=ANN-SNN, Architecture=ViT+SNN ViT2025.09 | 71.4 | 81.8 | 73.1 | 81.7 | 87.8 | |
| SpikeFETType=SNN, Architecture=Dual SNN ViT2025.09 | 71.3 | 81.1 | 72.4 | 81 | 87.1 | |
| UnTrackType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 71 | 80.5 | 71.9 | 80.5 | 86.8 | |
| TENetType=Dual-branch ANN, Architecture=ViT+Pooler2025.09 | 70.5 | 80.8 | 71.4 | 80.7 | 87.1 | |
| ViPTType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 69.6 | 79.6 | 70.1 | 79.6 | 85.7 | |
| SNNPTrackType=ANN-SNN, Architecture=ViT+SNN Prompt2025.09 | 66.8 | — | — | 74.8 | — | |
| MMHTType=ANN-SNN, Architecture=ResNet18+ AlexSNN2025.09 | 65.8 | 77.6 | 57 | 74 | — | |
| CEUTrackType=Single-branch ANN, Architecture=Unified ViT2025.09 | 63.9 | 74.4 | 62.6 | 74.3 | 80.5 | |
| CrossEI*Type=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 61.7 | 70.1 | 59 | 70.9 | — | |
| OSTrackType=Single-branch ANN, Architecture=ViT2025.09 | 61.6 | 70.4 | 58.1 | 69.5 | 76.3 | |
| AiATrackType=Single-branch ANN, Architecture=ViT2025.09 | 61.5 | 72.2 | 55.3 | 71.1 | 77.2 | |
| DiMPType=Single-branch ANN, Architecture=ResNet502025.09 | 59.3 | 70.4 | 51.3 | 69.8 | 76.7 | |
| STARKType=Single-branch ANN, Architecture=ResNet+ViT2025.09 | 58.5 | 67.1 | 53.2 | 66.4 | 73.2 | |
| PrDiMPType=Single-branch ANN, Architecture=ResNet502025.09 | 58.2 | 68.2 | 52.3 | 67.2 | 74.5 | |
| ATOMType=Single-branch ANN, Architecture=ResNet502025.09 | 56 | 66.9 | 49.3 | 66.6 | 73.4 | |
| AFNetType=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 50.9 | 55.7 | 41.6 | 54 | 62.6 | |
| FENetType=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 50.3 | 56 | 39.4 | 52.7 | 61.2 |