RGBT Tracking on RGBT-210
93.2Precision RateRAGTrack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAGTrackPublication=Ours, Resolution=256×2562026.03 | 93.2 | 67.1 | — | |
| GOLA-LSpeed (fps)=642025.12 | 92 | 68.7 | — | |
| GOLA-BSpeed (fps)=1252025.12 | 90.9 | 67 | — | |
| AETrackPublication=TCSVT 2025, Resolution=256×2562026.03 | 90.4 | 66.3 | — | |
| DMDPublication=TIP 2025, Resolution=256×2562026.03 | 89.6 | 65.8 | — | |
| CKDBackbone=ViT-B, FPS=96.42024.10 | 88.4 | 65.2 | — | |
| CKDSpeed (fps)=962025.12 | 88.4 | 65.2 | — | |
| CKDPublication=ACM MM 2024, Resolution=256×2562026.03 | 88.4 | 65.2 | — | |
| MambaVTPublication=TCSVT 2025, Resolution=256×2562026.03 | 88 | 63.7 | — | |
| CFBT2025.12 | 87.7 | 63 | — | |
| AFterBackbone=ResNet-50, FPS=232024.05 | 87.6 | 63.5 | — | |
| TVTrackerPublication=IoTJ 2025, Resolution=256×2562026.03 | 87.6 | 63.7 | — | |
| AINetBackbone=ViT-B, Resolution=384x3842024.08 | 87.5 | 64.8 | 37.5 | |
| AINetPublication=AAAI 2025, Resolution=384×3842026.03 | 87.5 | 64.8 | — | |
| DMDSpeed (fps)=172025.12 | 87 | 63.7 | — | |
| QATPub. Info.=ACM MM 2023, Backbone=ResNet-50, FPS=222024.10 | 86.8 | 61.9 | — | |
| QATBackbone=ResNet-502024.08 | 86.8 | 61.9 | 22 | |
| AINetBackbone=ViT-B, Resolution=256x2562024.08 | 86.8 | 64.1 | 38.1 | |
| PTrMAPublication=TIM 2025, Resolution=256×2562026.03 | 86 | 63.4 | — | |
| CAFormerBackbone=ViT-B, FPS=83.62024.08 | 85.6 | 63.2 | — | |
| CAFormerPublication=AAAI 2025, Resolution=256×2562026.03 | 85.6 | 63.2 | — | |
| TBSIPub. Info.=CVPR 2023, Backbone=ViT-B, FPS=36.22024.05 | 85.3 | 62.5 | — | |
| TBSIBackbone=ViT-B, Pub. Info.=CVPR'23, FPS=36.22024.08 | 85.3 | 62.5 | — | |
| TATrackBackbone=ViT-B, Pub. Info.=AAAI'24, FPS=26.12024.08 | 85.3 | 61.8 | — | |
| TBSIPub. Info.=CVPR 2023, Backbone=ViT-B, FPS=36.22024.10 | 85.3 | 62.5 | — | |
| TATrackPub. Info.=AAAI 2024, Backbone=ViT-B, FPS=26.12024.10 | 85.3 | 61.8 | — | |
| TBSIBackbone=ViT-B2024.08 | 85.3 | 62.5 | 36.2 | |
| TATrackBackbone=ViT-B2024.08 | 85.3 | 61.8 | 26.1 | |
| TBSISpeed (fps)=362025.12 | 85.3 | 62.5 | — | |
| TATrackSpeed (fps)=262025.12 | 85.3 | 61.8 | — | |
| TBSIPublication=CVPR 2023, Resolution=256×2562026.03 | 85.3 | 62.5 | — | |
| TATrackPublication=AAAI 2024, Resolution=256×2562026.03 | 85.3 | 61.8 | — | |
| mfDiMPBackbone=ResNet-50, Pub. Info.=ICCVW'19, FPS=34.62024.08 | 84.8 | 59.3 | — | |
| STMTSpeed (fps)=392025.12 | 83 | 59.5 | — | |
| CAT++Pub. Info.=TIP 2024, Backbone=VGG-M, FPS=142024.05 | 82.2 | 56.1 | — | |
| CAT++Speed (fps)=142025.12 | 82.2 | 56.1 | — | |
| APFNetSpeed (fps)=12025.12 | 79.9 | 54.9 | — | |
| DMCNetPub. Info.=TNNLS 2022, Backbone=VGG-M, FPS=2.32024.05 | 79.7 | 55.5 | — | |
| DMCNetBackbone=VGG-M, Pub. Info.=TNNLS'222024.08 | 79.7 | 55.5 | — | |
| DMCNetPub. Info.=TNNLS 2022, Backbone=VGG-M, FPS=2.32024.10 | 79.7 | 55.5 | — | |
| DMCNetBackbone=VGG-M2024.08 | 79.7 | 55.5 | 2.3 | |
| CATPub. Info.=ECCV 2020, Backbone=VGG-M, FPS=202024.05 | 79.2 | 53.3 | — | |
| CATBackbone=VGG-M, Pub. Info.=ECCV'202024.08 | 79.2 | 53.3 | — | |
| CATPub. Info.=AAAI 2022, Backbone=VGG-M, FPS=202024.10 | 79.2 | 53.3 | — | |
| CATBackbone=VGG-M2024.08 | 79.2 | 53.3 | 20 | |
| CATPublication=ECCV 2020, Resolution=256×2562026.03 | 79.2 | 53.3 | — | |
| mfDiMP2021.07 | 78.6 | 55.5 | — | |
| mfDiMPPub. Info.=ICCVW 2019, Backbone=ResNet-50, FPS=10.32024.05 | 78.6 | 55.5 | — | |
| HMFTPub. Info.=CVPR 2022, Backbone=ResNet-50, FPS=30.22024.05 | 78.6 | 53.5 | — | |
| mfDiMPPub. Info.=ICCVW 2019, Backbone=ResNet-50, FPS=10.32024.10 | 78.6 | 55.5 | — | |
| HMFTPub. Info.=CVPR 2022, Backbone=ResNet-50, FPS=30.22024.10 | 78.6 | 53.5 | — | |
| mfDiMPBackbone=ResNet-502024.08 | 78.6 | 55.5 | 10.3 | |
| HMFTBackbone=ResNet-502024.08 | 78.6 | 53.5 | 30.2 | |
| TFNetBackbone=VGG-M, Pub. Info.=TCSVT'222024.08 | 77.7 | 52.9 | — | |
| MFGNet2021.07 | 74.9 | 49.4 | — | |
| MFGPub. Info.=TMM 2022, Backbone=ResNet-182024.05 | 74.9 | 46.7 | — | |
| MFGPub. Info.=TMM 2022, Backbone=ResNet-182024.10 | 74.9 | 46.7 | — | |
| MFGBackbone=ResNet-182024.08 | 74.9 | 46.7 | — | |
| DiMP2021.07 | 71.9 | 51.3 | — | |
| RT-MDNet2021.07 | 71.5 | 46.7 | — | |
| ECO2021.07 | 69 | 49.8 | — | |
| SGT2021.07 | 67.5 | 43 | — | |
| SRDCF2021.07 | 61.9 | 44.2 | — | |
| BACF2021.07 | 61.6 | 45.1 | — | |
| Staple2021.07 | 59.5 | 42.9 | — | |
| SiamFC2021.07 | 58.6 | 41.2 | — |