RGBT Tracking on RGBT234
93.8PRRAGTrack
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RAGTrackPublication=Ours, Resolution=256×2562026.03 | 93.8 | 69.5 | — | — | — | |
| SUTrack-L384Speed (fps)=122025.12 | 93.7 | 70.3 | — | — | — | |
| SRTrackReference=-, Base Model=SUTrack-B3842025.08 | 93.3 | — | — | 70.3 | — | |
| GOLA-LSpeed (fps)=642025.12 | 92.8 | 71.3 | — | — | — | |
| GOLA-BSpeed (fps)=1252025.12 | 92.2 | 69.5 | — | — | — | |
| SUTrack-B384Speed (fps)=322025.12 | 92.1 | 69.2 | — | — | — | |
| SUTrackPublication=AAAI 2025, Resolution=384×3842026.03 | 92.1 | 69.2 | — | — | — | |
| SUTrackReference=AAAI’25, Base Model=SUTrack-B3842025.08 | 92.1 | — | — | 69.2 | — | |
| AETrackPublication=TCSVT 2025, Resolution=256×2562026.03 | 91.6 | 68.8 | — | — | — | |
| UM-ODTrackPublication=TPAMI 2025, Resolution=384×3842026.03 | 91.5 | 69.2 | — | — | — | |
| SeqTrackv2-L384Speed (fps)=52025.12 | 91.3 | 68 | — | — | — | |
| TBSI-ExtPublication=TPAMI 2025, Resolution=256×2562026.03 | 91 | 67 | — | — | — | |
| DMDPublication=TIP 2025, Resolution=256×2562026.03 | 90.7 | 67.8 | — | — | — | |
| CKDSpeed (fps)=962025.12 | 90 | 67.4 | — | — | — | |
| SeqTrackv2-B384Speed (fps)=152025.12 | 90 | 66.3 | — | — | — | |
| CKDPublication=ACM MM 2024, Resolution=256×2562026.03 | 90 | 67.4 | — | — | — | |
| CFBT2025.12 | 89.9 | 65.9 | — | — | — | |
| STTrackSpeed (fps)=362025.12 | 89.8 | 66.7 | — | — | — | |
| STTrackPublication=AAAI 2025, Resolution=256×2562026.03 | 89.8 | 66.7 | — | — | — | |
| DMDSpeed (fps)=172025.12 | 89.3 | 66.7 | — | — | — | |
| AINetBackbone=ViT-B, Resolution=384x3842024.08 | 89.2 | 67.3 | 37.5 | — | — | |
| AINetPublication=AAAI 2025, Resolution=384×3842026.03 | 89.2 | 67.3 | — | — | — | |
| AINetBackbone=ViT-B, Resolution=256x2562024.08 | 89.1 | 66.8 | 38.1 | — | — | |
| SRTrackReference=-, Base Model=DropTrack-B3842025.08 | 89.1 | — | — | 66.7 | — | |
| MambaVTPublication=TCSVT 2025, Resolution=256×2562026.03 | 88.9 | 65.8 | — | — | — | |
| TVTrackerPublication=IoTJ 2025, Resolution=256×2562026.03 | 88.6 | 64.8 | — | — | — | |
| QATBackbone=ResNet-502024.08 | 88.4 | 64.4 | 22 | — | — | |
| QATVenue=ACMMM'2023, FPS=222024.04 | 88.4 | 64.3 | — | — | — | |
| CAFormerPublication=AAAI 2025, Resolution=256×2562026.03 | 88.3 | 66.4 | — | — | — | |
| MoETrackFPS=232024.04 | 88.1 | 65.1 | — | — | — | |
| MoETrackPublication=TIP 2025, Resolution=256×2562026.03 | 88.1 | 65.1 | — | — | — | |
| GMMTBackbone=ViT-B2024.08 | 87.9 | 64.7 | — | — | — | |
| GMMTVenue=AAAI' 2024, FPS=202024.04 | 87.9 | 64.7 | — | — | — | |
| GMMTPublication=AAAI 2024, Resolution=256×2562026.03 | 87.9 | 64.7 | — | — | — | |
| PTrMAPublication=TIM 2025, Resolution=256×2562026.03 | 87.6 | 65.2 | — | — | — | |
| XTrackPublication=ICCV 2025, Resolution=256×2562026.03 | 87.4 | 64.9 | — | — | — | |
| TATrackBackbone=ViT-B2024.08 | 87.2 | 64.4 | 26.1 | — | — | |
| TATrackVenue=AAAI' 20242024.04 | 87.2 | 64.4 | — | — | — | |
| TATrackSpeed (fps)=262025.12 | 87.2 | 64.4 | — | — | — | |
| TATrackPublication=AAAI 2024, Resolution=256×2562026.03 | 87.2 | 64.4 | — | — | — | |
| SRTrackReference=-, Base Model=OSTrack-B2562025.08 | 87.2 | — | — | 64.4 | — | |
| TBSIBackbone=ViT-B2024.08 | 87.1 | 63.7 | 36.2 | — | — | |
| TBSIVenue=CVPR'2023, FPS=362024.04 | 87.1 | 63.8 | — | — | — | |
| TBSISpeed (fps)=362025.12 | 87.1 | 63.7 | — | — | — | |
| TBSIPublication=CVPR 2023, Resolution=256×2562026.03 | 87.1 | 63.7 | — | — | — | |
| SDSTrackReference=CVPR’24, Base Model=DropTrack-B3842025.08 | 87.1 | — | — | 65 | — | |
| SMSTrackerPublication=ICCV 2025, Resolution=256×2562026.03 | 86.9 | 64.5 | — | — | — | |
| BATBackbone=ViT-B2024.08 | 86.8 | 64.1 | — | — | — | |
| BATVenue=AAAI' 20242024.04 | 86.8 | 64.1 | — | — | — | |
| BAT2025.12 | 86.8 | 64.1 | — | — | — | |
| BATPublication=AAAI 2024, Resolution=256×2562026.03 | 86.8 | 64.1 | — | — | — | |
| STMTSpeed (fps)=392025.12 | 86.5 | 63.8 | — | — | — | |
| CMDTrackPublication=TPAMI 2025, Resolution=256×2562026.03 | 85.9 | 61.8 | — | — | — | |
| OneTrackerBackbone=ViT-B2024.08 | 85.7 | 64.2 | — | — | — | |
| OneTrackerVenue=CVPR 20242024.04 | 85.7 | 64.2 | — | — | — | |
| OneTrackerPublication=CVPR 2024, Resolution=384×3842026.03 | 85.7 | 64.2 | — | — | — | |
| UnTrackReference=CVPR’24, Base Model=DropTrack-B3842025.08 | 85.2 | — | — | 64.1 | — | |
| SDSTrackBackbone=ViT-B2024.08 | 84.8 | 62.5 | 20.9 | — | — | |
| SDSTrackVenue=CVPR'2024, FPS=212024.04 | 84.8 | 62.5 | — | — | — | |
| SDSTrackSpeed (fps)=212025.12 | 84.8 | 62.5 | — | — | — | |
| SDSTrackPublication=CVPR 2024, Resolution=256×2562026.03 | 84.8 | 62.5 | — | — | — | |
| SDSTrackReference=CVPR’24, Base Model=OSTrack-B2562025.08 | 84.8 | — | — | 62.5 | — | |
| ViPTReference=CVPR’23, Base Model=DropTrack-B3842025.08 | 84.7 | — | — | 63.4 | — | |
| mfDiMPVenue=ICCVW'2019, FPS=102024.04 | 84.6 | 59.1 | — | — | — | |
| ECMDVenue=CVPR'2023, FPS=302024.04 | 84.4 | 60.1 | — | — | — | |
| MamTrackReference=CVPR’25, Base Model=HiViT-B3842025.08 | 84.4 | — | — | 62.4 | — | |
| Un-TrackBackbone=ViT-B2024.08 | 84.2 | 62.5 | — | — | — | |
| UnTrackVenue=CVPR'20242024.04 | 84.2 | 62.5 | — | — | — | |
| UnTrackReference=CVPR’24, Base Model=OSTrack-B2562025.08 | 84.2 | — | — | 62.5 | — | |
| QueryTrackVenue=TIP'2024, FPS=272024.04 | 84.1 | 60 | — | — | — | |
| CAT++Venue=TIP'2024, FPS=142024.04 | 84 | 59.2 | — | — | — | |
| CAT++Speed (fps)=142025.12 | 84 | 59.2 | — | — | — | |
| DMCNetBackbone=VGG-M2024.08 | 83.9 | 59.3 | 2.3 | — | — | |
| DMCNetVenue=TNNLS'2022, FPS=2.32024.04 | 83.9 | 59.3 | — | — | — | |
| Un-TrackPublication=CVPR 2024, Resolution=256×2562026.03 | 83.7 | 61.8 | — | — | — | |
| ViPTBackbone=ViT-B2024.08 | 83.5 | 61.7 | — | — | — | |
| ViPTVenue=CVPR'2023, FPS=392024.04 | 83.5 | 61.7 | — | — | — | |
| ViPT2025.12 | 83.5 | 61.7 | — | — | — | |
| ViPTPublication=CVPR 2023, Resolution=256×2562026.03 | 83.5 | 61.7 | — | — | — | |
| ViPTReference=CVPR’23, Base Model=OSTrack-B2562025.08 | 83.5 | — | — | 61.7 | — | |
| APFNetBackbone=VGG-M2024.08 | 82.7 | 57.9 | 1.3 | — | — | |
| APFNetVenue=AAAI' 2022, FPS=1.32024.04 | 82.7 | 57.9 | — | — | — | |
| APFNetSpeed (fps)=12025.12 | 82.7 | 57.9 | — | — | — | |
| APFNetPublication=AAAI 2022, Resolution=256×2562026.03 | 82.7 | 57.9 | — | — | — | |
| APFNetReference=AAAI’22, Base Model=Stark-S2025.08 | 82.7 | — | — | 57.9 | — | |
| DRGCNetBackbone=VGG-M2024.08 | 82.5 | 58.1 | 4.9 | — | — | |
| CMDBackbone=ResNet-502024.08 | 82.4 | 58.4 | 30 | — | — | |
| CMDPublication=CVPR 2023, Resolution=256×2562026.03 | 82.4 | 58.4 | — | — | — | |
| CMPPVenue=CVPR 2020, FPS=1.32024.04 | 82.3 | 57.5 | — | — | — | |
| CMPPPublication=CVPR 2020, Resolution=256×2562026.03 | 82.3 | 57.5 | — | — | — | |
| MIRNetVenue=ICME'2022, FPS=302024.04 | 81.6 | 58.9 | — | — | — | |
| ADRNetBackbone=VGG-M2024.08 | 80.7 | 57 | 25 | — | — | |
| ADRNetVenue=IJCV'2021, FPS=252024.04 | 80.7 | 57 | — | — | — | |
| CATBackbone=VGG-M2024.08 | 80.4 | 56.1 | 20 | — | — | |
| CATVenue=ECCV'2020, FPS=202024.04 | 80.4 | 56.1 | — | — | — | |
| CATPublication=ECCV 2020, Resolution=256×2562026.03 | 80.4 | 56.1 | — | — | — | |
| MANet++Venue=TIP'2021, FPS=252024.04 | 80 | 55.4 | — | — | — | |
| SiamMLAAVenue=TMM'2024, FPS=21.72024.04 | 79.5 | 58.4 | — | — | — | |
| ProTrackReference=ACM MM’22, Base Model=OSTrack-B2562025.08 | 79.5 | — | — | 59.9 | — | |
| JMMACVenue=TIP'2021, FPS=42024.04 | 79 | 57.3 | — | — | — |