# Visual Object Tracking on NFS 30 FPS Source: [Visual Object Tracking on NFS 30 FPS]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:45.996Z Evaluation of Visual Object Tracking performance on the NFS 30 FPS dataset, typically measured using AUC. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Visual Object Tracking | | Dataset (including any stated split) | NFS 30 FPS | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | SAMURAI-L | 69.2 | Not recorded | 68fa76021e209131cea6ae49 | | HIPTrack-B384 | 68.1 | Not recorded | 68fa76021e209131cea6ae49 | | AiATrack | 67.9 | Not recorded | 68fa6d121e209131cea376ef | | AiATrack320 | 67.9 | Not recorded | 68fa76021e209131cea6ae49 | | ToMP | 66.9 | Not recorded | 68fa6c0c1e209131cea31a7a | | ToMP | 66.7 | Not recorded | 68fa6c0c1e209131cea31a7a | | SeqTrack-B384 | 66.7 | Not recorded | 68fa76021e209131cea6ae49 | | OSTrack384 | 66.5 | Not recorded | 68fa76021e209131cea6ae49 | | KeepTrack | 66.4 | Not recorded | 68fa6c0c1e209131cea31a7a | | KeepTrack | 66.4 | Not recorded | 68fa6d121e209131cea376ef | | KeepTrack | 66.4 | Not recorded | 68fa76021e209131cea6ae49 | | STARK | 66.2 | Not recorded | 68fa6c0c1e209131cea31a7a | | TrDiMP | 66.2 | Not recorded | 68fa6c0c1e209131cea31a7a | | LoRAT-L224 | 66 | Not recorded | 68fa76021e209131cea6ae49 | | TransT | 65.7 | Not recorded | 68fa6c0c1e209131cea31a7a | | TransT | 65.7 | Not recorded | 68fa6d121e209131cea376ef | | TransT256 | 65.7 | Not recorded | 68fa76021e209131cea6ae49 | | STARK | 65.2 | Not recorded | 68fa6c0c1e209131cea31a7a | | STARK-ST50 | 65.2 | Not recorded | 68fa6d121e209131cea376ef | | SuperDiMP | 64.8 | Not recorded | 68fa6c0c1e209131cea31a7a | | STMTrack | 63.9 | Not recorded | 68fa6c0c1e209131cea31a7a | | PrDiMP | 63.5 | Not recorded | 68fa6c0c1e209131cea31a7a | | SiamAttN | 63.5 | Not recorded | 68fa6c0c1e209131cea31a7a | | PrDiMP50 | 63.5 | Not recorded | 68fa6d121e209131cea376ef | | CRACT | 62.5 | Not recorded | 68fa6c0c1e209131cea31a7a | | Siam R-CNN | 62 | Not recorded | 68fa6c0c1e209131cea31a7a | | DiMPvss | 61.8 | Not recorded | 68fa76021e209131cea6ae49 | | SiamRPN++ | 50.2 | Not recorded | 68fa6d121e209131cea376ef | ### SAMURAI-L AUC: 69.2. Result ID: 69940a223a6c3148491a9bcf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Zero shot"}. This record does not assert independent reproduction. ### HIPTrack-B384 AUC: 68.1. Result ID: 69940a223a6c3148491a9bcd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"384"}. This record does not assert independent reproduction. ### AiATrack AUC: 67.9. Result ID: 698f898a3a6c314849f9c84c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":"38"}. This record does not assert independent reproduction. ### AiATrack320 AUC: 67.9. Result ID: 69940a223a6c3148491a9bca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"320"}. This record does not assert independent reproduction. ### ToMP AUC: 66.9. Result ID: 698ebb60ffc3901de0a02caf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ToMP AUC: 66.7. Result ID: 698ebb60ffc3901de0a02cae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### SeqTrack-B384 AUC: 66.7. Result ID: 69940a223a6c3148491a9bcc. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"384"}. This record does not assert independent reproduction. ### OSTrack384 AUC: 66.5. Result ID: 69940a223a6c3148491a9bcb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"384"}. This record does not assert independent reproduction. ### KeepTrack AUC: 66.4. Result ID: 698ebb60ffc3901de0a02cb0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KeepTrack AUC: 66.4. Result ID: 698f898a3a6c314849f9c84b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":"18"}. This record does not assert independent reproduction. ### KeepTrack AUC: 66.4. Result ID: 69940a223a6c3148491a9bc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised"}. This record does not assert independent reproduction. ### STARK AUC: 66.2. Result ID: 698ebb60ffc3901de0a02cb2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### TrDiMP AUC: 66.2. Result ID: 698ebb60ffc3901de0a02cb3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LoRAT-L224 AUC: 66. Result ID: 69940a223a6c3148491a9bce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"224"}. This record does not assert independent reproduction. ### TransT AUC: 65.7. Result ID: 698ebb60ffc3901de0a02cb4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TransT AUC: 65.7. Result ID: 698f898a3a6c314849f9c849. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":"50"}. This record does not assert independent reproduction. ### TransT256 AUC: 65.7. Result ID: 69940a223a6c3148491a9bc8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised","Resolution":"256"}. This record does not assert independent reproduction. ### STARK AUC: 65.2. Result ID: 698ebb60ffc3901de0a02cb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### STARK-ST50 AUC: 65.2. Result ID: 698f898a3a6c314849f9c84a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed (fps)":"42"}. This record does not assert independent reproduction. ### SuperDiMP AUC: 64.8. Result ID: 698ebb60ffc3901de0a02cb6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STMTrack AUC: 63.9. Result ID: 698ebb60ffc3901de0a02cb8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PrDiMP AUC: 63.5. Result ID: 698ebb60ffc3901de0a02cb7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SiamAttN AUC: 63.5. Result ID: 698ebb60ffc3901de0a02cb9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PrDiMP50 AUC: 63.5. Result ID: 698f898a3a6c314849f9c848. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":"30"}. This record does not assert independent reproduction. ### CRACT AUC: 62.5. Result ID: 698ebb60ffc3901de0a02cb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Siam R-CNN AUC: 62. Result ID: 698ebb60ffc3901de0a02cba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiMPvss AUC: 61.8. Result ID: 69940a223a6c3148491a9bc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Supervised"}. This record does not assert independent reproduction. ### SiamRPN++ AUC: 50.2. Result ID: 698f898a3a6c314849f9c847. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Speed (fps)":"35"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.