# Small Bowel Path Tracking on PathSet (2-fold cross validation)

Source: [Small Bowel Path Tracking on PathSet (2-fold cross validation)](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:51:45.269Z

Evaluation of Small Bowel Path Tracking performance on the PathSet dataset using 2-fold cross-validation. Metrics reported include statistical summaries (Mean, Median, Std, percentiles).

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 | Small Bowel Path Tracking |
| Dataset (including any stated split) | PathSet (2-fold cross validation) |
| Metric | Mean |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 8 of 8 |
| 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

- [Mean](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=Mean>): Lower is better; unit: SCALAR.

- [Std Dev](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=Std%20Dev>): Lower is better; unit: SCALAR.

- [Median](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=Median>): Lower is better; unit: SCALAR.

- [P20](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=P20>): Lower is better; unit: SCALAR.

- [P80](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=P80>): Lower is better; unit: SCALAR.

- [Max](<https://www.sota2.com/research/sota/small-bowel-path-tracking-on-pathset-2-fold-cross-validation.md?metric=Max>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean | Result date | Report paper |
| --- | --- | --- | --- |
| DT | 342.4 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Zhang et al. | 496.9 | Not recorded | 68fa6ce71e209131cea36ad7 |
| TSP | 810 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Ours (p+s) w/o wall | 1050 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Ours (s) | 1267.3 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Ours (p) | 1333 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Ours (s) | 1393 | Not recorded | 68fa6ce71e209131cea36ad7 |
| Ours (p+s) | 1519 | Not recorded | 68fa6ce71e209131cea36ad7 |

### DT

Mean: 342.4. Result ID: 698f4c1c3a6c314849f7c002.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"SL","#Tr (PathSet/SegmSet)":"5/0"}. This record does not assert independent reproduction.

### Zhang et al.

Mean: 496.9. Result ID: 698f4c1c3a6c314849f7c003.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"5/0"}. This record does not assert independent reproduction.

### TSP

Mean: 810. Result ID: 698f4c1c3a6c314849f7c005.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bd91e209131cea30954.md>)

Recorded evaluation configuration: {"CAT":"Graph","#Tr (PathSet/SegmSet)":"0/20"}. This record does not assert independent reproduction.

### Ours (p+s) w/o wall

Mean: 1050. Result ID: 698f4c1c3a6c314849f7c009.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"5/20"}. This record does not assert independent reproduction.

### Ours (s)

Mean: 1267.3. Result ID: 698f4c1c3a6c314849f7c006.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"0/20"}. This record does not assert independent reproduction.

### Ours (p)

Mean: 1333. Result ID: 698f4c1c3a6c314849f7c004.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"5/0"}. This record does not assert independent reproduction.

### Ours (s)

Mean: 1393. Result ID: 698f4c1c3a6c314849f7c007.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"0/25"}. This record does not assert independent reproduction.

### Ours (p+s)

Mean: 1519. Result ID: 698f4c1c3a6c314849f7c008.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce71e209131cea36ad7.md>)

Recorded evaluation configuration: {"CAT":"RL","#Tr (PathSet/SegmSet)":"5/20"}. This record does not assert independent reproduction.

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