# Data Attribution on SB-Pokemon synthetic (test)

Source: [Data Attribution on SB-Pokemon synthetic (test)](<https://www.sota2.com/research/sota/data-attribution-on-sb-pokemon-synthetic-test>)

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

Data updated: 2026-02-26T05:48:06.719Z

Evaluation of Data Attribution methods on the test split of the SB-Pokemon synthetic dataset, measured using LDS (%).

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 | Data Attribution |
| Dataset (including any stated split) | SB-Pokemon synthetic (test) |
| Metric | LDS |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [LDS](<https://www.sota2.com/research/sota/data-attribution-on-sb-pokemon-synthetic-test.md?metric=LDS>): Lower is better; unit: PERCENT.

## Recorded results

| Method | LDS | Result date | Report paper |
| --- | --- | --- | --- |
| JTRAK | 7.97 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| JTRAK | 9.24 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| TracIn | 9.34 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| TRAK | 10.68 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| TracIn | 11.79 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| TRAK | 12.24 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| DAS | 33.55 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| DTRAK | 33.88 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| DTRAK | 35.05 | Not recorded | 68fa7bcf1e209131cea8a9ef |
| DAS | 36.12 | Not recorded | 68fa7bcf1e209131cea8a9ef |

### JTRAK

LDS: 7.97. Result ID: 699ce3f85698665ec484b791.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"No"}. This record does not assert independent reproduction.

### JTRAK

LDS: 9.24. Result ID: 699ce3f85698665ec484b792.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"Yes"}. This record does not assert independent reproduction.

### TracIn

LDS: 9.34. Result ID: 699ce3f85698665ec484b78d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"No"}. This record does not assert independent reproduction.

### TRAK

LDS: 10.68. Result ID: 699ce3f85698665ec484b78f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"No"}. This record does not assert independent reproduction.

### TracIn

LDS: 11.79. Result ID: 699ce3f85698665ec484b78e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"Yes"}. This record does not assert independent reproduction.

### TRAK

LDS: 12.24. Result ID: 699ce3f85698665ec484b790.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"Yes"}. This record does not assert independent reproduction.

### DAS

LDS: 33.55. Result ID: 699ce3f85698665ec484b795.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"No"}. This record does not assert independent reproduction.

### DTRAK

LDS: 33.88. Result ID: 699ce3f85698665ec484b793.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"No"}. This record does not assert independent reproduction.

### DTRAK

LDS: 35.05. Result ID: 699ce3f85698665ec484b794.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"Yes"}. This record does not assert independent reproduction.

### DAS

LDS: 36.12. Result ID: 699ce3f85698665ec484b796.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bcf1e209131cea8a9ef.md>)

Recorded evaluation configuration: {"Weight usage (w)":"Yes"}. This record does not assert independent reproduction.

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