RGB-T Tracking on LasHeR (test)
77PRSUTrack-L224
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SUTrack-L224Backbone=Large, Input Resolution=2242024.12 | 77 | — | — | 61.9 | |
| SUTrack-L224Backbone=Large, Resolution=2242024.12 | 77 | — | — | 61.9 | |
| SUTrack-L384Backbone=Large, Input Resolution=3842024.12 | 76.9 | — | — | 61.9 | |
| SUTrack-L384Backbone=Large, Resolution=3842024.12 | 76.9 | — | — | 61.9 | |
| SeqTrackv2Backbone=Large, Resolution=3842023.04 | 76.7 | — | — | 61 | |
| SeqTrackv2-L384Backbone=Large, Input Resolution=3842024.12 | 76.7 | — | — | 61 | |
| SeqTrackv2-L384Backbone=Large, Resolution=3842024.12 | 76.7 | — | — | 61 | |
| STTrackSource=Ours2024.12 | 76 | — | 60.3 | — | |
| UBATrack-384search_region_size=384x3842026.01 | 76 | 72.2 | 60.1 | — | |
| SUTrack-B384Backbone=Base, Input Resolution=3842024.12 | 75.8 | — | — | 60.9 | |
| SUTrack-B384Backbone=Base, Resolution=3842024.12 | 75.8 | — | — | 60.9 | |
| SUTrack-B224Backbone=Base, Input Resolution=2242024.12 | 74.5 | — | — | 59.9 | |
| SUTrack-B224Backbone=Base, Resolution=2242024.12 | 74.5 | — | — | 59.9 | |
| SeqTrackv2Backbone=Large, Resolution=2562023.04 | 74.1 | — | — | 58.8 | |
| APTrackParameter Type=Unified, Source=Ours2025.02 | 74.1 | — | 58.9 | — | |
| UBATrack-256search_region_size=256x256, template_size=128x1282026.01 | 73.5 | 69.9 | 58.2 | — | |
| CFBTTemporal=True2024.08 | 73.2 | 69.5 | 58.4 | — | |
| AINetParameter Type=Specific, Source=AAAI252025.02 | 73 | — | 58.2 | — | |
| PATrackType=Unified, Venue=Our2026.03 | 71.8 | 68.3 | 57.8 | — | |
| CSTNetBaseline=Transformer2024.05 | 71.5 | 67.9 | 57.2 | — | |
| SeqTrackv2Backbone=Base, Resolution=3842023.04 | 71.5 | — | — | 56.2 | |
| PTrMAType=Separated, Venue=TIM 20252026.03 | 71.5 | 67.5 | 56.8 | — | |
| TBSImodule=GMMT2023.09 | 70.7 | 67 | 56.6 | — | |
| GMMTSource=AAAI’242024.12 | 70.7 | — | 56.6 | — | |
| GMMTParameter Type=Specific, Source=AAAI242025.02 | 70.7 | — | 56.6 | — | |
| GMMT2026.01 | 70.7 | 67 | 56.6 | — | |
| GMMTType=Separated, Venue=AAAI 20242026.03 | 70.7 | 67 | 56.6 | — | |
| TBSISource=CVPR’242024.12 | 70.5 | — | 56.3 | — | |
| TBSIParameter Type=Specific, Source=CVPR232025.02 | 70.5 | — | 56.3 | — | |
| TBSI2026.01 | 70.5 | 66.6 | 56.3 | — | |
| SeqTrackv2Backbone=Base, Resolution=2562023.04 | 70.4 | — | — | 55.8 | |
| SeqTrackv2-B256Backbone=Base, Input Resolution=2562024.12 | 70.4 | — | — | 55.8 | |
| SeqTrackv2-B256Backbone=Base, Resolution=2562024.12 | 70.4 | — | — | 55.8 | |
| CSTNet-smallBaseline=Transformer2024.05 | 70.3 | 66.3 | 56.4 | — | |
| AFterBackbone=ResNet-50, FPS=232024.05 | 70.3 | 65.8 | 55.1 | — | |
| TATrackSource=AAAI2024, Baseline=Transformer2024.05 | 70.2 | 66.7 | 56.1 | — | |
| BATSource=AAAI2024, Baseline=Transformer2024.05 | 70.2 | — | 56.3 | — | |
| TransAMSource=TCSVT2024, Baseline=Transformer2024.05 | 70.2 | 66 | 55.9 | — | |
| TATrack2024.01 | 70.2 | 66.7 | 56.1 | — | |
| BATSource=AAAI2024, Temporal=False2024.08 | 70.2 | 66.4 | 56.3 | — | |
| TransAMSource=TCSVT2024, Temporal=False2024.08 | 70.2 | 66 | 55.9 | — | |
| TATrackSource=AAAI2024, Temporal=True2024.08 | 70.2 | 66.7 | 56.1 | — | |
| BATSource=AAAI’242024.12 | 70.2 | — | 56.3 | — | |
| TATrackSource=AAAI’242024.12 | 70.2 | — | 56.1 | — | |
| BATParameter Type=Specific, Source=AAAI242025.02 | 70.2 | — | 56.3 | — | |
| TATrack2026.01 | 70.2 | 66.7 | 56.1 | — | |
| BAT2026.01 | 70.2 | 66.4 | 56.3 | — | |
| BAT*Type=Separated, Venue=AAAI 2024, retrained=true2026.03 | 70.2 | — | 56.3 | — | |
| M3PTType=Prompt Fine-tune2024.03 | 70 | 66.3 | 56.1 | — | |
| CAFormerParameter Type=Specific, Source=AAAI252025.02 | 70 | — | 55.6 | — | |
| TBSISource=CVPR2023, Baseline=Transformer2024.05 | 69.2 | 65.7 | 55.6 | — | |
| TBSI2023.09 | 69.2 | 65.7 | 55.6 | — | |
| TBSI2024.01 | 69.2 | 65.7 | 55.6 | — | |
| TBSIPub. Info.=CVPR 2023, Backbone=ViT-B, FPS=36.22024.05 | 69.2 | 65.7 | 55.6 | — | |
| TBSIType=Full Fine-tune2024.03 | 69.2 | 65.7 | 55.6 | — | |
| TBSISource=CVPR2023, Temporal=False2024.08 | 69.2 | 65.7 | 55.6 | — | |
| TBSIType=Separated, Venue=CVPR 20232026.03 | 68.8 | 65.7 | 54.9 | — | |
| STMTSource=TCSVT2024, Baseline=Transformer2024.05 | 67.4 | 63.4 | 53.7 | — | |
| STMTFramework=Trans, is-Temporal=true, FPS=39.12024.01 | 67.4 | 63.4 | 53.7 | — | |
| STMTSource=Arxiv2024, Temporal=True2024.08 | 67.4 | 63.4 | 53.7 | — | |
| One Tracker2024.03 | 67.2 | — | 53.8 | — | |
| OneTrackerPub. Info.=CVPR 2024, Backbone=ViT-B2024.05 | 67.2 | — | 53.8 | — | |
| OneTrackerSource=CVPR2024, Temporal=False2024.08 | 67.2 | — | 53.8 | — | |
| OneTracker2024.12 | 67.2 | — | — | 53.8 | |
| OneTracker2024.12 | 67.2 | — | — | 53.8 | |
| OneTrackerSource=CVPR’242024.12 | 67.2 | — | 53.8 | — | |
| OneTracker2026.01 | 67.2 | — | 53.8 | — | |
| OneTrackType=Prompt Fine-tune2024.03 | 67.1 | 63.3 | 54.1 | — | |
| MATType=Separated, Venue=Information Fusion 20252026.03 | 67 | 63 | 53.7 | — | |
| STTANetSource=TIM2024, Baseline=Transformer2024.05 | 66.7 | — | 53.4 | — | |
| Un-TrackParameter Setting=Thermal-Specific2023.11 | 66.7 | — | 53.6 | — | |
| Un-TrackPub. Info.=CVPR 2024, Backbone=ViT-B2024.05 | 66.7 | — | 53.6 | — | |
| UnTrackType=Prompt Fine-tune2024.03 | 66.7 | 62.9 | 53.6 | — | |
| SDSTrackSource=CVPR2024, Temporal=False2024.08 | 66.7 | — | 53.1 | — | |
| SUTrack-T224Backbone=Tiny, Input Resolution=2242024.12 | 66.7 | — | — | 53.9 | |
| SUTrack-T224Backbone=Tiny, Resolution=2242024.12 | 66.7 | — | — | 53.9 | |
| Un-TrackSource=CVPR’242024.12 | 66.7 | — | 53.6 | — | |
| SDSTrackParameter Type=Specific, Source=CVPR242025.02 | 66.7 | — | 53.1 | — | |
| SDSTrackFPS=20.862024.03 | 66.5 | — | 53.1 | — | |
| SDSTrackPub. Info.=CVPR 2024, Backbone=ViT-B, FPS=20.862024.05 | 66.5 | — | 53.1 | — | |
| SDSTrack2024.12 | 66.5 | — | — | 53.1 | |
| SDSTrack2024.12 | 66.5 | — | — | 53.1 | |
| SDSTrackSource=CVPR’242024.12 | 66.5 | — | 53.1 | — | |
| OneTrackerParameter Type=Specific, Source=CVPR242025.02 | 66.5 | — | 53.8 | — | |
| SDSTrack2026.01 | 66.5 | — | 53.1 | — | |
| SDSTrackType=Unified, Venue=CVPR 20242026.03 | 66.5 | — | 53.1 | — | |
| ViPT*module=GMMT2023.09 | 66.4 | 63 | 53 | — | |
| RSFNetSource=ISPL2023, Baseline=Transformer2024.05 | 65.9 | — | 52.6 | — | |
| RSFNetSource=ISPL2023, Temporal=False2024.08 | 65.9 | — | 52.6 | — | |
| EMTrackType=Unified, Venue=TCSVT 20242026.03 | 65.9 | — | 53.3 | — | |
| M3TrackType=Unified, Venue=SPL 20252026.03 | 65.8 | 62.2 | 52.5 | — | |
| MACFTSource=Sensors2023, Baseline=Transformer2024.05 | 65.3 | — | 52.5 | — | |
| MACFTSource=Sensors2023, Temporal=False2024.08 | 65.3 | — | 52.5 | — | |
| ViPTSource=CVPR2023, Baseline=Transformer2024.05 | 65.1 | — | 52.5 | — | |
| DFMTNetSource=IEEE Sens.J23, Baseline=Transformer2024.05 | 65.1 | — | 52 | — | |
| ViPTFramework=Trans, is-Temporal=false2024.01 | 65.1 | — | 52.5 | — | |
| ViPT2024.01 | 65.1 | 61.7 | 52.5 | — | |
| ViPT2024.03 | 65.1 | — | 52.5 | — | |
| ViPTFPS=24.782024.03 | 65.1 | — | 52.5 | — | |
| ViPTParameter Setting=Thermal-Specific2023.11 | 65.1 | — | 52.5 | — |