# Object Tracking on Medical X-ray Catheter Tip (test) Source: [Object Tracking on Medical X-ray Catheter Tip (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:00:19.169Z Evaluation of Object Tracking performance on the test split of the Medical X-ray Catheter Tip dataset, reporting metrics such as RMSE (mean, median, std, max) and 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 Catheter Tip (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 | 1.21 | Not recorded | 68fa76a91e209131cea6e3ee | | SimST | 1.44 | Not recorded | 68fa76a91e209131cea6e3ee | | HiFT | 1.45 | Not recorded | 68fa76a91e209131cea6e3ee | | ConTrack | 1.63 | Not recorded | 68fa76a91e209131cea6e3ee | | SimST | 2.24 | Not recorded | 68fa76a91e209131cea6e3ee | | Cycle YNet | 2.68 | Not recorded | 68fa76a91e209131cea6e3ee | | ConTrack | 2.87 | Not recorded | 68fa76a91e209131cea6e3ee | | Stark | 4.14 | Not recorded | 68fa76a91e209131cea6e3ee | | Mixformer | 5.15 | Not recorded | 68fa76a91e209131cea6e3ee | | SiameseRPN | 9.01 | Not recorded | 68fa76a91e209131cea6e3ee | | 3D-DenseUNet | 9.75 | Not recorded | 68fa76a91e209131cea6e3ee | ### HiFT RMSE Mean: 1.21. Result ID: 69945c4b3a6c3148491cbe94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### SimST RMSE Mean: 1.44. Result ID: 69945c4b3a6c3148491cbe93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### HiFT RMSE Mean: 1.45. Result ID: 69945c4b3a6c3148491cbe98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### ConTrack RMSE Mean: 1.63. Result ID: 69945c4b3a6c3148491cbe92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### SimST RMSE Mean: 2.24. Result ID: 69945c4b3a6c3148491cbe97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### Cycle YNet RMSE Mean: 2.68. Result ID: 69945c4b3a6c3148491cbe91. [Reporting paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### ConTrack RMSE Mean: 2.87. Result ID: 69945c4b3a6c3148491cbe96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. ### Stark RMSE Mean: 4.14. Result ID: 69945c4b3a6c3148491cbe90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### Mixformer RMSE Mean: 5.15. Result ID: 69945c4b3a6c3148491cbe8f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### SiameseRPN RMSE Mean: 9.01. Result ID: 69945c4b3a6c3148491cbe8e. [Reporting paper]() Recorded evaluation configuration: {"initialization":"Manual"}. This record does not assert independent reproduction. ### 3D-DenseUNet RMSE Mean: 9.75. Result ID: 69945c4b3a6c3148491cbe95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"initialization":"Automatic"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.