# Object Tracking on Medical X-ray Balloon Marker (test) Source: [Object Tracking on Medical X-ray Balloon Marker (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:00:19.152Z Evaluation of Object Tracking performance on the test split of the Medical X-ray Balloon Marker dataset, reporting error metrics (RMSE) and speed (FPS). 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 | Object Tracking | | Dataset (including any stated split) | Medical X-ray Balloon Marker (test) | | Metric | RMSE Mean | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 11 of 11 | | 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 - [RMSE Mean](): Lower is better; unit: SCALAR. - [RMSE Median](): Lower is better; unit: SCALAR. - [RMSE Std Dev](): Lower is better; unit: SCALAR. - [RMSE Max](): Lower is better; unit: SCALAR. - [FPS](): Higher is better; unit: TIME. ## Recorded results | Method | RMSE Mean | Result date | Report paper | | --- | --- | --- | --- | | HiFT | 0.31 | Not recorded | 68fa76a91e209131cea6e3ee | | HiFT | 0.57 | Not recorded | 68fa76a91e209131cea6e3ee | | SimST | 1.33 | Not recorded | 68fa76a91e209131cea6e3ee | | ConTrack | 1.37 | Not recorded | 68fa76a91e209131cea6e3ee | | 3D-DenseUNet | 1.37 | Not recorded | 68fa76a91e209131cea6e3ee | | Stark | 1.38 | Not recorded | 68fa76a91e209131cea6e3ee | | ConTrack | 1.54 | Not recorded | 68fa76a91e209131cea6e3ee | | SimST | 1.58 | Not recorded | 68fa76a91e209131cea6e3ee | | Cycle YNet | 1.66 | Not recorded | 68fa76a91e209131cea6e3ee | | Mixformer | 2.32 | Not recorded | 68fa76a91e209131cea6e3ee | | SiameseRPN | 11.76 | Not recorded | 68fa76a91e209131cea6e3ee | ### HiFT RMSE Mean: 0.31. Result ID: 69945c4b3a6c3148491cbe89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### HiFT RMSE Mean: 0.57. Result ID: 69945c4b3a6c3148491cbe8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### SimST RMSE Mean: 1.33. Result ID: 69945c4b3a6c3148491cbe88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### ConTrack RMSE Mean: 1.37. Result ID: 69945c4b3a6c3148491cbe87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### 3D-DenseUNet RMSE Mean: 1.37. Result ID: 69945c4b3a6c3148491cbe8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### Stark RMSE Mean: 1.38. Result ID: 69945c4b3a6c3148491cbe85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### ConTrack RMSE Mean: 1.54. Result ID: 69945c4b3a6c3148491cbe8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### SimST RMSE Mean: 1.58. Result ID: 69945c4b3a6c3148491cbe8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### Cycle YNet RMSE Mean: 1.66. Result ID: 69945c4b3a6c3148491cbe86. [Reporting paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### Mixformer RMSE Mean: 2.32. Result ID: 69945c4b3a6c3148491cbe84. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### SiameseRPN RMSE Mean: 11.76. Result ID: 69945c4b3a6c3148491cbe83. [Reporting paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.