# Single Paratope Prediction on SAbDab

Source: [Single Paratope Prediction on SAbDab](<https://www.sota2.com/research/sota/single-paratope-prediction-on-sabdab>)

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

Data updated: 2026-02-26T05:24:19.969Z

Evaluation of single paratope prediction performance using the SAbDab dataset, measured by AUC, AUPR, and MCC.

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 | Single Paratope Prediction |
| Dataset (including any stated split) | SAbDab |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [AUC](<https://www.sota2.com/research/sota/single-paratope-prediction-on-sabdab.md?metric=AUC>): Higher is better; unit: PERCENT.

- [AUPR](<https://www.sota2.com/research/sota/single-paratope-prediction-on-sabdab.md?metric=AUPR>): Higher is better; unit: PERCENT.

- [MCC](<https://www.sota2.com/research/sota/single-paratope-prediction-on-sabdab.md?metric=MCC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| Paragraph | 92.7 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| MIPE | 92.7 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| PECAN | 91.5 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| MIPE | 91 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| AG-Fast-Parapred | 88.3 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| Parapred | 86.8 | Not recorded | 68fa5f5b1e209131ce9e9318 |
| PesTo | 85.6 | Not recorded | 68fa5f5b1e209131ce9e9318 |

### Paragraph

AUC: 92.7. Result ID: 698bc4817a967eddb7713584.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

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

### MIPE

AUC: 92.7. Result ID: 698bc4817a967eddb7713586.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

[Implementation](<https://github.com/WangZhiwei9/MIPE>)

Recorded evaluation configuration: {"Structure Source":"Experimental"}. This record does not assert independent reproduction.

### PECAN

AUC: 91.5. Result ID: 698bc4817a967eddb7713583.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

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

### MIPE

AUC: 91. Result ID: 698bc4817a967eddb7713587.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

[Implementation](<https://github.com/WangZhiwei9/MIPE>)

Recorded evaluation configuration: {"Structure Source":"AlphaFold2"}. This record does not assert independent reproduction.

### AG-Fast-Parapred

AUC: 88.3. Result ID: 698bc4817a967eddb7713582.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f011e209131ce9e6dcd.md>)

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

### Parapred

AUC: 86.8. Result ID: 698bc4817a967eddb7713581.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

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

### PesTo

AUC: 85.6. Result ID: 698bc4817a967eddb7713585.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f5b1e209131ce9e9318.md>)

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

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