| nuScenes | nuTonomy | Megvii [90] |
| UAVDark135 | Tongji University | ADTrack |
| SA-Co | Meta Superintelligence Labs | Human |
| TAPVid-3D | Google DeepMind | BootsTAPIR + COLMAP |
| ReaMOT | Huazhong University of Science and Technology | Qwen2.5-VL |
| MOSEv2 | Shanghai University of Finance and Economics | SAM2Long-L |
| Long-RVOS | Sun Yat-Sen University | ReferMo |
| EgoPoints | Stanford University | LocoTrack |
| UAVDT | Chinese Academy of Sciences | MDP |
| SportsMOT | Nanjing University | MixSort-OC |
| EgoTracks | Meta Platforms, Inc. | Siam-RCNN |
| MOSE | University of Oxford | XMem |
| TAP-Vid | Google DeepMind | TAPNext |
| LaGOT | ETH Zürich | TaMOs-SwinBase |
| VTUAV | Peng Cheng Laboratory | HMFT |
| TAO-Amodal | Carnegie Mellon University | GTR |
| MOT16 | ETH Zurich | TBD |
| PACE | Shanghai Jiao Tong University | PPF |
| VastTrack | Chinese Academy of Sciences | SeqTrack |
| VisDrone | Tianjin University | DroneEye2020 |
| DTVLT | Chinese Academy of Sciences | MMTrack |
| InsTrack | Carnegie Mellon University | TrackGPT-13B (IT) |
| MVTD | Khalifa University | Sim |
| SoccerNet-Tracking | KAUST | FairMOT (fine-tuned) |
| LaSOT | South China University of Technology | LTMU |
| OCTrackB | Tianjin University | OVTrack |
| DanceTrack | Carnegie Mellon University | OC-SORT |
| TeamTrack | Nagoya University | BoT-SORT |
| DAT | South China University of Technology | R-VAT |
| Into the Fog | Graz University of Technology | ByteTrack |
| GSOT3D | Chinese Academy of Sciences | PROT3D |
| Caltech Fish Counting | California Institute of Technology | YOLOv5m |
| UniBench300 | Nanjing University of Science and Technology | SymTrack+CL |
| MMOT | Beijing Institute of Technology Chongqing Innovation Center | BoT-SORT |
| MTMMC | KAIST | RGBT-F (Ours) |
| SOIBench | Nanyang Technological University | SUTrack-L (VLM-Assisted) |
| VisDrone2018 | Tianjin University | yolov10 |
| TrackingNet | King Abdullah University of Science and Technology | MDNET |
| FeatureTracker | Northeastern University | Humans |
| VT-Tiny-MOT | National University of Defense Technology | HGT-Track |
| LVOS | Fudan University | XMem |
| TREK-150 | University of Catania | TransT |
| KITTI-A | Dalian University of Technology | STNet |
| TAO | Carnegie Mellon University | DIMP* |
| VISO | Sun Yat-Sen University | MMB (Ours) |
| MDMOT | Chinese Academy of Sciences | FusionTrack (Ours) |
| PoseTrack | MPI for Informatics | ProTracker [11] |
| LLOT | Sichuan University | H-DCPT |
| QuadTrack600 | Anhui University | QuadFusion |
| 360VOTS | HKUST | XMem-360* (adapted) |
| MV-RGBT | University of Surrey | MoETrack |
| MOTChallenge | ETH Zurich | MOTICON |
| FELT | Chinese Academy of Sciences | AMTTrack |
| UAV Detection and Tracking Benchmark | Durham University | YOLOv3 |
| 360VOT | HKUST | AiATrack-360 |
| COTD | Guilin University of Technology | HIPTrack |
| AnimalTrack | Chinese Academy of Sciences | QDTrack |
| MFT25 | National University of Singapore | SU-T† |
| GroOT | Carnegie Mellon University | MENDER-simplified |
| COESOT | Chinese Academy of Sciences | CEUTrack (Ours) |
| ITTO | California Institute of Technology | LocoTrack |
| TSFMO | Guilin University of Technology | S-KeepTrack |
| NT-VOT211 | Mohamed bin Zayed University of Artificial Intelligence | ProContEXT |
| UAVDark70 | Tongji University | ADTrack |
| MSITrack | Beijing Institute of Technology | GRM |
| Need for Speed | Carnegie Mellon University | BACF |
| RGBT234 | Anhui University | SGT |
| DSEC-MOT | The University of Hong Kong | SpikeMOT |
| PlanarTrack | Chinese Academy of Sciences | WOFT |
| Industrial Metallic Dataset | KTH Royal Institute of Technology | BundleTrack |
| SOMPT22 | Gebze Technical University | YoloV5 & SORT |
| VIPER | The Australian National University | PSPNet |
| DIVOTrack | University of Washington | CrossMOT |
| DTTO | Guilin University of Technology | DCPT |
| POT-210 | Temple University | SIFT |
| VideoCube | Chinese Academy of Sciences | Mix_Former |
| TRO | Guilin University of Technology | HiP-HaTrack |
| AVisT | ETH Zurich | MixFormerL-22k |
| MOT | ETH Zürich | NOMT |
| MVOT | Sun Yat-Sen University | DFTrack |
| Ant Tracking | Monash University | Trackformer (Supervised) |
| BCOT | Zhejiang Lab | ACCV2020 [35] |
| CMOTB | Anhui University | MArMOT (DiMP-50) |
| Latency-Aware Evaluation | New York University | SiamRPN++ mob + PVT |
| Underwater ROV Tracking Benchmark | Hamad Bin Khalifa University | CSRT |
| MM-UAV | University of Surrey | MMA-SORT (STN) |
| JRDB | Stanford University | JRMOT |
| DeepSea MOT | University of Virginia | MBARI 452k |
| CrowdTrack | Fudan University | ByteTrack |
| TCOW | Columbia University | TCOW |
| Blurred Video Tracking | Tianjin University | ECO |
| TLP | IIIT Hyderabad | MDNet |
| PTB-TIR | Harbin Institute of Technology | SRDCF |
| OxUvA | University of Amsterdam | SiamFC+R |
| Object-Centric Representation Benchmark | Max Planck Institute for Intelligent Systems | OP3 |
| Unified 6DoF Tracking Benchmark | Zhejiang University | ICG+SRT3D (RGBD) |
| VSMB | Beihang University | VSMT (Swin-L) |
| Informative Tracking Benchmark | Peng Cheng Laboratory | Stark |
| Multi-Drone Object Tracking | Tianjin University | ASNet |
| RGBD Tracking Benchmark | MIT | RGBDOcc |
| CDTB | University of Ljubljana | MDNet |
| LTB35 | University of Ljubljana | FCLT |
| OTTC | Kyungpook National University | ECO |
| VOT2014 | Austrian Institute of Technology | DSST |