# Model Reconstruction on DCCC

Source: [Model Reconstruction on DCCC](<https://www.sota2.com/research/sota/model-reconstruction-on-dccc>)

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

Data updated: 2026-02-26T05:35:26.894Z

Evaluation of Model Reconstruction performance on the DCCC dataset, typically measured using Average fidelity.

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 | Model Reconstruction |
| Dataset (including any stated split) | DCCC |
| Metric | Average Fidelity |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Average Fidelity](<https://www.sota2.com/research/sota/model-reconstruction-on-dccc.md?metric=Average%20Fidelity>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Average Fidelity | Result date | Report paper |
| --- | --- | --- | --- |
| Counterfactual-Aware Wasserstein Prototypes | 97 | Not recorded | 693ba17f6cfd488761a55200 |
| Counterfactual-Aware Wasserstein Prototypes | 95 | Not recorded | 693ba17f6cfd488761a55200 |
| Counterfactual-Aware Wasserstein Prototypes | 93 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 2 | 91 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 1 | 89 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 2 | 89 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 1 | 87 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 2 | 87 | Not recorded | 693ba17f6cfd488761a55200 |
| Baseline 1 | 85 | Not recorded | 693ba17f6cfd488761a55200 |

### Counterfactual-Aware Wasserstein Prototypes

Average Fidelity: 97. Result ID: 69996d545698665ec4db2267.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

Recorded evaluation configuration: {"Query Size":"500"}. This record does not assert independent reproduction.

### Counterfactual-Aware Wasserstein Prototypes

Average Fidelity: 95. Result ID: 69996d545698665ec4db226a.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

Recorded evaluation configuration: {"Query Size":"400"}. This record does not assert independent reproduction.

### Counterfactual-Aware Wasserstein Prototypes

Average Fidelity: 93. Result ID: 69996d545698665ec4db226d.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

Recorded evaluation configuration: {"Query Size":"300"}. This record does not assert independent reproduction.

### Baseline 2

Average Fidelity: 91. Result ID: 69996d545698665ec4db2266.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5c951e209131ce9d23b4.md>)

Recorded evaluation configuration: {"Query Size":"500"}. This record does not assert independent reproduction.

### Baseline 1

Average Fidelity: 89. Result ID: 69996d545698665ec4db2265.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68451e209131cea1aee8.md>)

Recorded evaluation configuration: {"Query Size":"500"}. This record does not assert independent reproduction.

### Baseline 2

Average Fidelity: 89. Result ID: 69996d545698665ec4db2269.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5c951e209131ce9d23b4.md>)

Recorded evaluation configuration: {"Query Size":"400"}. This record does not assert independent reproduction.

### Baseline 1

Average Fidelity: 87. Result ID: 69996d545698665ec4db2268.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68451e209131cea1aee8.md>)

Recorded evaluation configuration: {"Query Size":"400"}. This record does not assert independent reproduction.

### Baseline 2

Average Fidelity: 87. Result ID: 69996d545698665ec4db226c.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5c951e209131ce9d23b4.md>)

Recorded evaluation configuration: {"Query Size":"300"}. This record does not assert independent reproduction.

### Baseline 1

Average Fidelity: 85. Result ID: 69996d545698665ec4db226b.

[Reporting paper](<https://www.sota2.com/research/paper/693ba17f6cfd488761a55200.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68451e209131cea1aee8.md>)

Recorded evaluation configuration: {"Query Size":"300"}. This record does not assert independent reproduction.

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