# Span Detection on FT-Summ

Source: [Span Detection on FT-Summ](<https://www.sota2.com/research/sota/span-detection-on-ft-summ>)

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

Data updated: 2026-02-26T05:43:21.020Z

Evaluation of Span Detection performance on the FT-Summ dataset, typically measured using F1, Precision, and Recall 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 | Span Detection |
| Dataset (including any stated split) | FT-Summ |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/span-detection-on-ft-summ.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/span-detection-on-ft-summ.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/span-detection-on-ft-summ.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| ChatGPT-MoE | 29.04 | Not recorded | 68fa73871e209131cea5cfcf |
| ChatGPT-MoE | 28.04 | Not recorded | 68fa73871e209131cea5cfcf |
| ChatGPT-Span | 24.31 | Not recorded | 68fa73871e209131cea5cfcf |
| ChatGPT-Span | 23.55 | Not recorded | 68fa73871e209131cea5cfcf |
| QAFactEval | 10.16 | Not recorded | 68fa73871e209131cea5cfcf |

### ChatGPT-MoE

F1 Score: 29.04. Result ID: 6992f64c3a6c31484912ae78.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Implementation](<https://github.com/sanjanaramprasad/circumstantial_inference.git>)

Recorded evaluation configuration: {"Prompt setting":"Few-Shot (FS)"}. This record does not assert independent reproduction.

### ChatGPT-MoE

F1 Score: 28.04. Result ID: 6992f64c3a6c31484912ae77.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Implementation](<https://github.com/sanjanaramprasad/circumstantial_inference.git>)

Recorded evaluation configuration: {"Prompt setting":"Zero-Shot (ZS)"}. This record does not assert independent reproduction.

### ChatGPT-Span

F1 Score: 24.31. Result ID: 6992f64c3a6c31484912ae76.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Implementation](<https://github.com/sanjanaramprasad/circumstantial_inference.git>)

Recorded evaluation configuration: {"Prompt setting":"Few-Shot (FS)"}. This record does not assert independent reproduction.

### ChatGPT-Span

F1 Score: 23.55. Result ID: 6992f64c3a6c31484912ae75.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Implementation](<https://github.com/sanjanaramprasad/circumstantial_inference.git>)

Recorded evaluation configuration: {"Prompt setting":"Zero-Shot (ZS)"}. This record does not assert independent reproduction.

### QAFactEval

F1 Score: 10.16. Result ID: 6992f64c3a6c31484912ae74.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73871e209131cea5cfcf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c611e209131cea33b79.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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