# Video Object Segmentation on Thoracic (test) Source: [Video Object Segmentation on Thoracic (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T14:57:00.377Z Evaluation of Video Object Segmentation performance on the test split of the Thoracic dataset, reporting mBO-V, mBO-F, mBHD, and FG-ARI scores. 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 | Video Object Segmentation | | Dataset (including any stated split) | Thoracic (test) | | Metric | mBO-V | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [mBO-V](): Higher is better; unit: PERCENT. - [mBO-F](): Higher is better; unit: PERCENT. - [mBHD](): Lower is better; unit: SCALAR. - [FG-ARI](): Higher is better; unit: PERCENT. ## Recorded results | Method | mBO-V | Result date | Report paper | | --- | --- | --- | --- | | Slot-BERT | 37.7 | Not recorded | 68fa76b51e209131cea6e9c9 | | Video-Saur | 36.7 | Not recorded | 68fa76b51e209131cea6e9c9 | | Slot-Diffusion | 29.3 | Not recorded | 68fa76b51e209131cea6e9c9 | | DINO-Saur | 27.7 | Not recorded | 68fa76b51e209131cea6e9c9 | | SAVi | 24.9 | Not recorded | 68fa76b51e209131cea6e9c9 | | STEVE | 24 | Not recorded | 68fa76b51e209131cea6e9c9 | ### Slot-BERT mBO-V: 37.7. Result ID: 69a848366dbb7075b94f3bf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. ### Video-Saur mBO-V: 36.7. Result ID: 69a848366dbb7075b94f3bf3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. ### Slot-Diffusion mBO-V: 29.3. Result ID: 69a848366dbb7075b94f3bf2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. ### DINO-Saur mBO-V: 27.7. Result ID: 69a848366dbb7075b94f3bef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. ### SAVi mBO-V: 24.9. Result ID: 69a848366dbb7075b94f3bf0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. ### STEVE mBO-V: 24. Result ID: 69a848366dbb7075b94f3bf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot domain transfer":"true","Pre-trained on":"MICCAI data","Video length":"30 frames"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.