RGB-T tracking on GTOT
95.3PRGOLA-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GOLA-LSpeed (fps)=64, Template Resolution=112x112, Search Resolution=224x224, Params (M)=336, Trainable (%)=8, FLOPs (G)=2842025.12 | 95.3 | 80.9 | — | |
| RAGTrackPublication=Ours, Resolution=256×2562026.03 | 95.1 | 79.3 | — | |
| TPFFusion level=Pixel-level, Backbone=ViT-B2025.03 | 94.3 | 76.3 | 59.4 | |
| DMDPublication=TIP 2025, Resolution=256×2562026.03 | 94.2 | 78.6 | — | |
| MambaVTPublication=TCSVT 2025, Resolution=256×2562026.03 | 94.1 | 75.3 | — | |
| GMMTVenue=AAAI' 2024, FPS=202024.04 | 93.6 | 78.5 | — | |
| MoETrackFPS=232024.04 | 93.6 | 78.4 | — | |
| MoETrackPublication=TIP 2025, Resolution=256×2562026.03 | 93.6 | 78.4 | — | |
| GMMTVenue=AAAI, Year=20242026.03 | 93.6 | 78.5 | — | |
| USTrackSpeed (FPS)=84.22023.08 | 93.4 | 78.3 | — | |
| UASTrackType=Unified-All2025.02 | 93.3 | 78.9 | — | |
| CKDBackbone=ViT-B, FPS=96.42024.10 | 93.2 | 77.2 | — | |
| CKDSpeed (fps)=962025.12 | 93.2 | 77.2 | — | |
| CKDPublication=ACM MM 2024, Resolution=256×2562026.03 | 93.2 | 77.2 | — | |
| CKDType=Separated2025.02 | 93.2 | 77.2 | — | |
| X-NetFusion level=Pixel-level, Pub. Info.=arXiv 2023, Backbone=VGG-M2025.03 | 93.1 | 76.7 | 30 | |
| GOLA-BSpeed (fps)=125, Template Resolution=112x112, Search Resolution=224x224, Params (M)=99, Trainable (%)=10, FLOPs (G)=852025.12 | 92.8 | 78.5 | — | |
| CMPPPublication=CVPR'202023.08 | 92.6 | 73.8 | — | |
| CMPPPub. Info.=CVPR 2020, Backbone=VGG-M, FPS=1.22024.05 | 92.6 | 73.8 | — | |
| CMPPBackbone=VGG-M, Pub. Info.=CVPR'202024.08 | 92.6 | 73.8 | — | |
| CMPPPub. Info.=CVPR 2020, Backbone=VGG-M, FPS=1.32024.10 | 92.6 | 73.8 | — | |
| CMPPVenue=CVPR 2020, FPS=1.32024.04 | 92.6 | 73.8 | — | |
| CMPPFusion level=Feature-level, Pub. Info.=CVPR 2020, Backbone=VGG-M2025.03 | 92.6 | 73.8 | 1.3 | |
| CMPPPublication=CVPR 2020, Resolution=256×2562026.03 | 92.6 | 73.8 | — | |
| PATrackVenue=Our2026.03 | 92.5 | 78.3 | — | |
| DMDSpeed (fps)=172025.12 | 92.4 | 76.8 | — | |
| DMDType=Separated2025.02 | 92.4 | 76.8 | — | |
| QueryTrackVenue=TIP'2024, FPS=272024.04 | 92.3 | 75.9 | — | |
| QueryTrackType=Separated2025.02 | 92.3 | 75.9 | — | |
| CAFormerBackbone=ViT-B, FPS=83.62024.08 | 91.8 | 76.9 | — | |
| CAFormerPublication=AAAI 2025, Resolution=256×2562026.03 | 91.8 | 76.9 | — | |
| AFterBackbone=ResNet-50, FPS=232024.05 | 91.6 | 78.5 | — | |
| CAT++Pub. Info.=TIP 2024, Backbone=VGG-M, FPS=142024.05 | 91.5 | 73.3 | — | |
| QATPub. Info.=ACM MM 2023, Backbone=ResNet-50, FPS=222024.10 | 91.5 | 75.5 | — | |
| QATVenue=ACMMM'2023, FPS=222024.04 | 91.5 | 75.5 | — | |
| TBSIVenue=CVPR'2023, FPS=362024.04 | 91.5 | 75.9 | — | |
| CAT++Venue=TIP'2024, FPS=142024.04 | 91.5 | 73.3 | — | |
| CAT++Speed (fps)=142025.12 | 91.5 | 73.3 | — | |
| QATFusion level=Feature-level, Pub. Info.=ACM MM 2023, Backbone=ResNet-502025.03 | 91.5 | 75.5 | 22 | |
| CAT++Type=Separated2025.02 | 91.5 | 73.3 | — | |
| ViPTVenue=CVPR'2023, FPS=392024.04 | 91.4 | 76.3 | — | |
| SiamMLAAVenue=TMM'2024, FPS=21.72024.04 | 91.3 | 75.1 | — | |
| HMFTPublication=CVPR 22, Speed (FPS)=30.22023.08 | 91.2 | 74.9 | — | |
| FTNetPub. Info.=AVSS 2022, Backbone=VGG-M, FPS=1.22024.05 | 91.2 | 73.6 | — | |
| HMFTPub. Info.=CVPR 2022, Backbone=ResNet-50, FPS=30.22024.05 | 91.2 | 74.9 | — | |
| HMFTBackbone=ResNet-50, Pub. Info.=CVPR'22, FPS=30.22024.08 | 91.2 | 74.9 | — | |
| HMFTPub. Info.=CVPR 2022, Backbone=ResNet-50, FPS=30.22024.10 | 91.2 | 74.9 | — | |
| HMFTVenue=CVPR 2022, FPS=30.22024.04 | 91.2 | 74.9 | — | |
| HMFTFusion level=Feature-level, Pub. Info.=CVPR 2022, Backbone=ResNet-502025.03 | 91.2 | 74.9 | 30.2 | |
| MATVenue=Information Fusion, Year=20252026.03 | 91 | 76.5 | — | |
| MIRNetPublication=ICME'23, Speed (FPS)=302023.08 | 90.9 | 74.4 | — | |
| DMCNetPub. Info.=TNNLS 2022, Backbone=VGG-M, FPS=2.32024.05 | 90.9 | 73.3 | — | |
| MIRNetPub. Info.=ICME 2022, Backbone=VGG-M, FPS=302024.05 | 90.9 | 74.4 | — | |
| MIRNetBackbone=VGG-M, Pub. Info.=ICME'222024.08 | 90.9 | 74.4 | — | |
| DMCNetPub. Info.=TNNLS 2022, Backbone=VGG-M, FPS=2.32024.10 | 90.9 | 73.3 | — | |
| MIRNetPub. Info.=ICME 2022, Backbone=VGG-M, FPS=302024.10 | 90.9 | 74.4 | — | |
| DMCNetVenue=TNNLS'2022, FPS=2.32024.04 | 90.9 | 73.3 | — | |
| MIRNetVenue=ICME'2022, FPS=302024.04 | 90.9 | 74.4 | — | |
| BATVenue=AAAI' 20242024.04 | 90.9 | 76.3 | — | |
| DMCNetFusion level=Feature-level, Pub. Info.=TNNLS 2022, Backbone=VGG-M2025.03 | 90.9 | 73.3 | 2.3 | |
| BATType=Separated2025.02 | 90.9 | 76.3 | — | |
| BATVenue=AAAI, Year=20242026.03 | 90.9 | 76.3 | — | |
| ECMDPublication=CVPR'23, Speed (FPS)=182023.08 | 90.7 | 73.5 | — | |
| ECMDVenue=CVPR'2023, FPS=302024.04 | 90.7 | 73.5 | — | |
| APFNetPublication=AAAI'22, Speed (FPS)=1.92023.08 | 90.5 | 73.7 | — | |
| APFNetPub. Info.=AAAI 2022, Backbone=VGG-M, FPS=1.32024.05 | 90.5 | 73.7 | — | |
| DRGCNetPub. Info.=IEEE SENS J 2023, Backbone=VGG-M, FPS=4.92024.05 | 90.5 | 73.5 | — | |
| APFNetBackbone=VGG-M, Pub. Info.=AAAI'22, FPS=1.92024.08 | 90.5 | 73.7 | — | |
| APFNetPub. Info.=AAAI 2022, Backbone=VGG-M, FPS=1.32024.10 | 90.5 | 73.7 | — | |
| APFNetVenue=AAAI' 2022, FPS=1.32024.04 | 90.5 | 73.7 | — | |
| APFNetSpeed (fps)=12025.12 | 90.5 | 73.7 | — | |
| APFNetFusion level=Feature-level, Pub. Info.=AAAI 2022, Backbone=VGG-M2025.03 | 90.5 | 73.7 | 1.3 | |
| APFNetPublication=AAAI 2022, Resolution=256×2562026.03 | 90.5 | 73.7 | — | |
| APFNetType=Separated2025.02 | 90.5 | 73.9 | — | |
| ADRNetPublication=IJCV'21, Speed (FPS)=252023.08 | 90.4 | 73.9 | — | |
| ADRNetPub. Info.=IJCV 2021, Backbone=VGG-M, FPS=252024.05 | 90.4 | 73.9 | — | |
| ADRNetPub. Info.=ECCV 2020, Backbone=VGG-M, FPS=252024.10 | 90.4 | 73.9 | — | |
| ADRNetVenue=IJCV'2021, FPS=252024.04 | 90.4 | 73.9 | — | |
| ADRNetFusion level=Feature-level, Pub. Info.=IJCV 2021, Backbone=VGG-M2025.03 | 90.4 | 73.9 | 25 | |
| JMMACPublication=TIP'212023.08 | 90.2 | 73.2 | — | |
| JMMACPub. Info.=TIP 2021, Backbone=VGG-M, FPS=42024.10 | 90.2 | 73.2 | — | |
| JMMACVenue=TIP'2021, FPS=42024.04 | 90.2 | 73.2 | — | |
| JMMACFusion level=Feature-level, Pub. Info.=TIP 2021, Backbone=VGG-M2025.03 | 90.2 | 73.2 | 4 | |
| MACFTBackbone=ViT-B, Pub. Info.=Sensors'23, FPS=33.32024.08 | 90 | 72.7 | — | |
| M5LNetPublication=TIP'22, Speed (FPS)=92023.08 | 89.6 | 71 | — | |
| MANetPublication=TIP'20, Speed (FPS)=2.12023.08 | 89.4 | 72.4 | — | |
| MANetPub. Info.=ICCVW 2019, Backbone=VGG-M, FPS=12024.05 | 89.4 | 72.4 | — | |
| MANetBackbone=VGG-M, Pub. Info.=ICCVW'19, FPS=2.12024.08 | 89.4 | 72.4 | — | |
| MANetPub. Info.=ICCVW 2019, Backbone=VGG-M, FPS=12024.10 | 89.4 | 72.4 | — | |
| CMDPub. Info.=CVPR 2023, Backbone=ResNet-50, FPS=302024.05 | 89.2 | 73.4 | — | |
| CMDPub. Info.=CVPR 2023, Backbone=ResNet-50, FPS=302024.10 | 89.2 | 73.4 | — | |
| CMDFusion level=Feature-level, Pub. Info.=CVPR 2023, Backbone=ResNet-502025.03 | 89.2 | 73.4 | 30 | |
| CMDPublication=CVPR 2023, Resolution=256×2562026.03 | 89.2 | 73.4 | — | |
| DAFNetPublication=ICCVW'19, Speed (FPS)=20.52023.08 | 89.1 | 71.6 | — | |
| FANetPub. Info.=TIV 2021, Backbone=VGG-M, FPS=192024.05 | 89.1 | 72.8 | — | |
| DAFNetBackbone=VGG-M, Pub. Info.=ICCVW'19, FPS=20.52024.08 | 89.1 | 71.6 | — | |
| FSRPNPublication=ICCVW'19, Speed (FPS)=36.82023.08 | 89 | 69.5 | — | |
| CATPublication=ECCV'202023.08 | 88.9 | 71.7 | — | |
| MFGNetPublication=TMM'22, Speed (FPS)=32023.08 | 88.9 | 70.7 | — | |
| CATPub. Info.=ECCV 2020, Backbone=VGG-M, FPS=202024.05 | 88.9 | 71.7 | — |