Object Tracking on VisEvent
79.4PR ScoreSRTrack
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SRTrackBase Model=OSTrack-B3842025.08 | 79.4 | — | — | — | — | — | 62.6 | — | |
| APRTrack2026.06 | 79.4 | — | — | — | — | — | 60 | — | |
| STTrackType=Unified-Architecture, Venue=AAAI252025.02 | 78.6 | — | — | — | — | — | 61.9 | — | |
| AMTTrackSource=arXiv252026.06 | 78.1 | — | — | — | — | — | 60.1 | — | |
| HPLType=Separated, Venue=TCSVT252025.02 | 77.8 | — | — | — | — | — | 61.1 | — | |
| XTrackBase Model=OSTrack-B3842025.08 | 77.5 | — | — | — | — | — | 60.9 | — | |
| UASTrackType=Unified-All, Venue=-2025.02 | 77.3 | — | — | — | — | — | 61 | — | |
| SUTrack-B224*Type=Unified-All, Venue=AAAI252025.02 | 77.1 | — | — | — | — | — | 60.1 | — | |
| SEATrackSource=CVPR262026.06 | 77.1 | — | — | — | — | — | 60.3 | — | |
| BATType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 77 | — | 74 | 58.7 | — | — | 61.3 | 84.1 | |
| SNNPTrackType=ANN-SNN, Architecture=ViT+SNN Prompt2025.09 | 76.9 | — | — | — | — | — | 59.8 | — | |
| ISTASTrackType=ANN-SNN, Architecture=ViT+SNN ViT2025.09 | 76.8 | — | 74.1 | 58.4 | — | — | 61.4 | 84.3 | |
| OneTrackerBase Model=OSTrack-B3842025.08 | 76.7 | — | — | — | — | — | 60.8 | — | |
| OneTrackerType=Unified-Architecture, Venue=CVPR242025.02 | 76.7 | — | — | — | — | — | 60.8 | — | |
| SDSTrackType=Unified-Architecture, Venue=CVPR242025.02 | 76.7 | — | — | — | — | — | 59.7 | — | |
| M3TrackType=Unified-All, Venue=SPL252025.02 | 76.7 | — | — | — | — | — | 59.6 | — | |
| SDSTrackSource=CVPR242026.06 | 76.7 | — | — | — | — | — | 59.7 | — | |
| TENeTType=Separated, Venue=NN252025.02 | 76.5 | — | — | — | — | — | 60.1 | — | |
| UnTrackSource=CVPR242026.06 | 76.3 | — | — | — | — | — | 59.7 | — | |
| CMDTrack(S12)Type=Unified-Architecture, Venue=TPAMI252025.02 | 75.8 | — | — | — | — | — | 61.3 | — | |
| ViPTSource=CVPR232026.06 | 75.8 | — | — | — | — | — | 59.2 | — | |
| ViPTType=Unified-Architecture, Venue=CVPR232025.02 | 75.6 | — | — | — | — | — | 58.9 | — | |
| SpikeFETSource=NeurIPS252026.06 | 75.3 | — | — | — | — | — | 59 | — | |
| SpikeFETType=SNN, Architecture=Dual SNN ViT2025.09 | 74.8 | — | 71.9 | 59.4 | — | — | 60.7 | 82.5 | |
| TENetType=Dual-branch ANN, Architecture=ViT+Pooler2025.09 | 74.7 | — | 71.5 | 57 | — | — | 59.5 | 82.2 | |
| ViPTType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 74.1 | — | 70.6 | 55.6 | — | — | 58.8 | 81.1 | |
| Un-TrackType=Unified-All, Venue=CVPR242025.02 | 73.5 | — | — | — | — | — | 59.2 | — | |
| MMHTType=Separated, Venue=NN242025.02 | 73.3 | — | — | — | — | — | 55.1 | — | |
| MMHTType=ANN-SNN, Architecture=ResNet18+ AlexSNN2025.09 | 73.3 | — | 65.9 | 42.8 | — | — | 55.1 | — | |
| EMTrackType=Unified-All, Venue=TCSVT242025.02 | 72.4 | — | — | — | — | — | 58.4 | — | |
| UnTrackType=Dual-branch ANN, Architecture=Dual ViT, Vision Prompt2025.09 | 71.6 | — | 67.1 | 51.4 | — | — | 56.5 | 77.7 | |
| CrossEI*Type=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 71.4 | — | 62.4 | 40.3 | — | — | 53.1 | — | |
| CEUTrackType=Single-branch ANN, Architecture=Unified ViT2025.09 | 71.2 | — | 67 | 46.6 | — | — | 54.4 | 75.9 | |
| OSTrackType=Single-branch ANN, Architecture=ViT2025.09 | 70.8 | — | 66 | 48 | — | — | 54.4 | 76.7 | |
| LASTrackerSource=PR262026.06 | 70.4 | — | — | — | — | — | 52.9 | — | |
| OSTrackSource=ECCV222026.06 | 69.5 | — | — | — | — | — | 53.4 | — | |
| CEUTrackType=Separated, Venue=ARXIV242025.02 | 69.1 | — | — | — | — | — | 53.1 | — | |
| DiMP50Source=ICCV192026.06 | 66.1 | — | — | — | — | — | 45.1 | — | |
| MDNetSource=TCYB232026.06 | 66.1 | — | — | — | — | — | 42.6 | — | |
| SiamR-CNNSource=CVPR202026.06 | 65.9 | — | — | — | — | — | 49.9 | — | |
| TransTSource=ECCV222026.06 | 65 | — | — | — | — | — | 47.4 | — | |
| PrDiMP50Source=CVPR202026.06 | 64.4 | — | — | — | — | — | 45.3 | — | |
| DiMPType=Single-branch ANN, Architecture=ResNet502025.09 | 64.1 | — | 55.7 | 32.8 | — | — | 46.5 | 65.8 | |
| PrDiMPType=Single-branch ANN, Architecture=ResNet502025.09 | 62.8 | — | 54.7 | 34.8 | — | — | 46.4 | 65.6 | |
| ProtrackType=Unified-Architecture, Venue=ACMMM222025.02 | 61.7 | — | — | — | — | — | 47.4 | — | |
| AiATrackType=Single-branch ANN, Architecture=ViT2025.09 | 61.4 | — | 54.7 | 33.3 | — | — | 45.4 | 64.8 | |
| StarkSource=ICCV212026.06 | 61.2 | — | — | — | — | — | 44.6 | — | |
| ATOMSource=CVPR192026.06 | 60.8 | — | — | — | — | — | 41.2 | — | |
| SiamCARSource=CVPR202026.06 | 59.9 | — | — | — | — | — | 42 | — | |
| AFNetType=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 59.3 | — | — | — | — | — | 44.5 | — | |
| ATOMType=Single-branch ANN, Architecture=ResNet502025.09 | 58.7 | — | 50.5 | 28.3 | — | — | 42.5 | 61.8 | |
| STARKType=Single-branch ANN, Architecture=ResNet+ViT2025.09 | 58.3 | — | 52.1 | 34.9 | — | — | 44.1 | 60.4 | |
| FENetType=Dual-branch ANN, Architecture=Dual ResNet182025.09 | 54.5 | — | 48.6 | 32.9 | — | — | 41 | 58.7 | |
| STNetTime step=3, Navg=×12026.02 | 50.3 | 35 | — | — | — | — | — | — | |
| TP-SpikformerTime step=4, Navg=×0.65, Power (mJ)=6.652026.02 | 49.7 | 35.3 | — | — | — | — | — | — | |
| TP-SpikformerTime step=4, Navg=×0.56, Power (mJ)=6.512026.02 | 49.4 | 35.2 | — | — | — | — | — | — | |
| SDTrackTinyTime step=4, Navg=×1, Power (mJ)=8.162026.02 | 49.2 | 35.6 | — | — | — | — | — | — | |
| SimTrackTime step=1, Navg=×1, Power (mJ)=93.842026.02 | 47.6 | 34.6 | — | — | — | — | — | — | |
| HiT-BTime step=1, Navg=×1, Power (mJ)=19.782026.02 | 47.6 | 34.6 | — | — | — | — | — | — | |
| STARKTime step=1, Navg=×1, Power (mJ)=58.882026.02 | 46.8 | 34.1 | — | — | — | — | — | — | |
| OSTrack256Time step=1, Navg=×1, Power (mJ)=98.902026.02 | 46.4 | 32.7 | — | — | — | — | — | — | |
| HIPTrackTime step=1, Navg=×1, Power (mJ)=307.72026.02 | 45.2 | 32.1 | — | — | — | — | — | — | |
| ARTrack256Time step=1, Navg=×1, Power (mJ)=174.82026.02 | 43.8 | 33 | — | — | — | — | — | — | |
| SeqTrack-B256Time step=1, Navg=×1, Power (mJ)=302.72026.02 | 43.3 | 28.6 | — | — | — | — | — | — | |
| ODTrackTime step=1, Navg=×1, Power (mJ)=335.82026.02 | 34.7 | 24.7 | — | — | — | — | — | — | |
| GT EventModal=EVT2024.10 | 34.62 | 47.87 | 53.3 | 31.93 | 1 | — | — | — | |
| E-MotionModal=EVT2024.10 | 30.99 | 43.77 | 47.77 | 27.31 | 0.891 | — | — | — | |
| TAUModal=EVT2024.10 | 24.74 | 34.95 | 31.85 | 20.31 | 0.669 | — | — | — | |
| SimVPModal=EVT2024.10 | 21.74 | 35.1 | 32.41 | 18.87 | 0.64 | — | — | — | |
| PredRNNModal=EVT2024.10 | 14.96 | 28.54 | 22.24 | 17.24 | 0.496 | — | — | — | |
| CMDTrack-T9Real-time=true, Speed (GPU)=145, Speed (CPU)=51, Speed (AGX)=582026.03 | — | 57.9 | — | — | — | 72.4 | — | — | |
| CSTrack-L256Unified Param=true, Onestep Training=false2026.05 | — | 65.2 | — | — | — | 82.4 | — | — | |
| EMTrackReal-time=true, Speed (GPU)=109, Speed (CPU)=29, Speed (AGX)=362026.03 | — | 58.4 | — | — | — | 72.4 | — | — | |
| OneTracker2024.12 | — | 60.8 | — | — | — | 76.7 | — | — | |
| OneTrackerReal-time=false2026.03 | — | 60.8 | — | — | — | 76.7 | — | — | |
| OneTrackerUnified Param=false, Onestep Training=false2026.05 | — | 60.8 | — | — | — | 76.7 | — | — | |
| OneTrackerV2-B224Unified Param=true, Onestep Training=true2026.05 | — | 63 | — | — | — | 79.8 | — | — | |
| OneTrackerV2-B384Unified Param=true, Onestep Training=true2026.05 | — | 63.9 | — | — | — | 80.5 | — | — | |
| OneTrackerV2-L224Unified Param=true, Onestep Training=true2026.05 | — | 64.7 | — | — | — | 81.9 | — | — | |
| OneTrackerV2-L384Unified Param=true, Onestep Training=true2026.05 | — | 65.9 | — | — | — | 83.5 | — | — | |
| OSTrackReal-time=false, Speed (GPU)=105, Speed (CPU)=11, Speed (AGX)=192026.03 | — | 53.4 | — | — | — | 69.5 | — | — | |
| OSTrack_E2024.12 | — | 53.4 | — | — | — | 69.5 | — | — | |
| ProTrack2024.12 | — | 47.1 | — | — | — | 63.2 | — | — | |
| ProTrackReal-time=false2026.03 | — | 47.1 | — | — | — | 63.2 | — | — | |
| SDSTrack2024.12 | — | 59.7 | — | — | — | 76.7 | — | — | |
| SDSTrackReal-time=false, Speed (GPU)=42, Speed (CPU)=3, Speed (AGX)=72026.03 | — | 59.7 | — | — | — | 76.7 | — | — | |
| SDSTrack-B256Unified Param=false, Onestep Training=false2026.05 | — | 59.7 | — | — | — | 76.7 | — | — | |
| SeqTrackv2Model Variant=L3842024.12 | — | 63.4 | — | — | — | 80 | — | — | |
| SeqTrackv2Model Variant=B2562024.12 | — | 61.2 | — | — | — | 78.2 | — | — | |
| SeqTrackv2Real-time=false, Speed (GPU)=23, Speed (CPU)=2, Speed (AGX)=52026.03 | — | 61.2 | — | — | — | 78.2 | — | — | |
| SeqTrackv2-L384Unified Param=true, Onestep Training=false2026.05 | — | 63.4 | — | — | — | 80 | — | — | |
| SiamRCNN_E2024.12 | — | 49.9 | — | — | — | 65.9 | — | — | |
| STTrack-B256Unified Param=false, Onestep Training=false2026.05 | — | 61.9 | — | — | — | 78.6 | — | — | |
| SUTrackModel Variant=L3842024.12 | — | 63.8 | — | — | — | 80.5 | — | — | |
| SUTrackModel Variant=L2242024.12 | — | 64 | — | — | — | 80.9 | — | — | |
| SUTrackModel Variant=B3842024.12 | — | 63.4 | — | — | — | 79.8 | — | — | |
| SUTrackModel Variant=B2242024.12 | — | 62.7 | — | — | — | 79.9 | — | — | |
| SUTrackModel Variant=T2242024.12 | — | 58.8 | — | — | — | 75.7 | — | — | |
| SUTrack-B224Unified Param=true, Onestep Training=true2026.05 | — | 62.7 | — | — | — | 79.9 | — | — | |
| SUTrack-B384Unified Param=true, Onestep Training=true2026.05 | — | 63.4 | — | — | — | 79.8 | — | — |