# Verification of Signature Recovery on Embedded Fingerprints

Source: [Verification of Signature Recovery on Embedded Fingerprints](<https://www.sota2.com/research/sota/verification-of-signature-recovery-on-embedded-fingerprints>)

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

Data updated: 2026-02-26T06:08:05.043Z

Evaluation of the model's ability to perform Verification of Signature Recovery using the VSR metric on the Embedded Fingerprints dataset.

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 | Verification of Signature Recovery |
| Dataset (including any stated split) | Embedded Fingerprints |
| Metric | VSR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [VSR](<https://www.sota2.com/research/sota/verification-of-signature-recovery-on-embedded-fingerprints.md?metric=VSR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | VSR | Result date | Report paper |
| --- | --- | --- | --- |
| MERGEPRINT | 100 | Not recorded | 68fa78981e209131cea79332 |
| MERGEPRINT | 75 | Not recorded | 68fa78981e209131cea79332 |
| IF | 66 | Not recorded | 68fa78981e209131cea79332 |

### MERGEPRINT

VSR: 100. Result ID: 699593593badfaffe68dc52b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78981e209131cea79332.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78981e209131cea79332.md>)

Recorded evaluation configuration: {"alpha":0.3,"Merge Strategy":"Task Arithmetic","Use DARE":true}. This record does not assert independent reproduction.

### MERGEPRINT

VSR: 75. Result ID: 699593593badfaffe68dc52a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78981e209131cea79332.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78981e209131cea79332.md>)

Recorded evaluation configuration: {"alpha":0.1,"Merge Strategy":"Task Arithmetic","Use DARE":false}. This record does not assert independent reproduction.

### IF

VSR: 66. Result ID: 699593593badfaffe68dc52c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78981e209131cea79332.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ba1e209131cea58325.md>)

Recorded evaluation configuration: {"alpha":0.7,"Merge Strategy":"Task Arithmetic","Use DARE":false}. This record does not assert independent reproduction.

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