Object Tracking on SatSOT
54.15AUCSatSAM2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SatSAM2Venue=-, Supervision type=Zero-shot2025.11 | 54.15 | — | — | — | 78.63 | 76.37 | |
| KYSVenue=ECCV’20, Supervision type=Supervised2025.11 | 48.27 | — | — | — | 59 | 47.53 | |
| SAM2Venue=ICLR’25, Supervision type=Zero-shot2025.11 | 48.06 | — | — | — | 76.14 | 74.6 | |
| DiMP-50Venue=CVPR’20, Supervision type=Supervised2025.11 | 46.86 | — | — | — | 57.2 | 46.01 | |
| DFTrackVenue=JSTARS’22, Supervision type=Supervised2025.11 | 45.64 | — | — | — | 70.4 | 64.74 | |
| SuperDiMPVenue=ECCV’20, Supervision type=Supervised2025.11 | 45.36 | — | — | — | 55.46 | 44.41 | |
| PrDiMPVenue=ECCV’20, Supervision type=Supervised2025.11 | 45.05 | — | — | — | 54.38 | 44.09 | |
| LoRAT-B-378Venue=ECCV’24, Supervision type=Supervised2025.11 | 43.8 | — | — | — | 64.99 | 56.01 | |
| TATrackVenue=TGRS’23, Supervision type=Supervised2025.11 | 43.23 | — | — | — | 65.54 | 61.16 | |
| SAMURAIVenue=Arxiv’24, Supervision type=Zero-shot2025.11 | 41.95 | — | — | — | 67.99 | 65.85 | |
| LoRAT-G-378Venue=ECCV’24, Supervision type=Supervised2025.11 | 41.44 | — | — | — | 69.59 | 58.34 | |
| AQAtrack-256Venue=CVPR’24, Supervision type=Supervised2025.11 | 41.37 | — | — | — | 67.58 | 63.98 | |
| ToMP-50Venue=CVPR’22, Supervision type=Supervised2025.11 | 40.48 | — | — | — | 45.63 | 39.55 | |
| KeepTrackVenue=ECCV’21, Supervision type=Supervised2025.11 | 40.39 | — | — | — | 48.81 | 48.81 | |
| LoRAT-L-378Venue=ECCV’24, Supervision type=Supervised2025.11 | 40.2 | — | — | — | 68.52 | 55.94 | |
| ToMP-101Venue=CVPR’22, Supervision type=Supervised2025.11 | 39.1 | — | — | — | 44.41 | 44.41 | |
| AQAtrack-384Venue=CVPR’24, Supervision type=Supervised2025.11 | 38.21 | — | — | — | 60.91 | 56.99 | |
| RTSVenue=ECCV’22, Supervision type=Supervised2025.11 | 36.96 | — | — | — | 40.32 | 36.02 | |
| Adaptive MTSource=TGRS2024, Features=CF+TF2026.03 | — | — | 70.3 | 42.4 | — | — | |
| AQATrackSource=CVPR2024, Features=CF+TF2026.03 | — | 51.8 | 61.8 | 39.6 | — | — | |
| ARTrackSource=CVPR2023, Features=CF+TF2026.03 | — | 58.4 | 64.8 | 44.3 | — | — | |
| ECO-HCSource=CVPR2017, Features=HOG+CN2026.03 | — | 58.6 | 66.4 | 43.8 | — | — | |
| EHTrackerSource=JSTARS2024, Features=CF2026.03 | — | 62.2 | 70.2 | 47.2 | — | — | |
| HIPTrackSource=CVPR2024, Features=CF+TF2026.03 | — | 54.1 | 61.9 | 41.9 | — | — | |
| KCFSource=TPAMI2014, Features=HOG2026.03 | — | 55.3 | 62.2 | 40 | — | — | |
| Mixformer-LSource=CVPR2022, Features=TF2026.03 | — | 46.7 | 52.8 | 37.8 | — | — | |
| SeqTrackSource=CVPR2023, Features=CF+TF2026.03 | — | 52.3 | 56.6 | 40.1 | — | — | |
| SiamCARSource=CVPR2020, Features=CF2026.03 | — | 60 | 67.8 | 42.7 | — | — | |
| SiamGMSource=Ours, Features=CF2026.03 | — | 65.9 | 74 | 47.6 | — | — | |
| SiamMDMSource=TGRS2023, Features=CF2026.03 | — | 61.1 | 68 | 46.1 | — | — | |
| SiamS2FSource=TGRS2025, Features=CF2026.03 | — | 62.1 | 71 | 48.6 | — | — | |
| SiamTMSource=RS2023, Features=CF2026.03 | — | 60.8 | 69 | 47.5 | — | — | |
| SmallTrackSource=TGRS2023, Features=CF2026.03 | — | 53 | 62 | 36.1 | — | — | |
| SVLPNetSource=TCSVT2024, Features=CF+TF2026.03 | — | 58.4 | — | 46.5 | — | — | |
| TSTransSource=TGRS2026, Features=CF+TF2026.03 | — | 61.4 | 73 | 53.2 | — | — |