# Novel Knowledge Recall on KID-Bench Category A v2

Source: [Novel Knowledge Recall on KID-Bench Category A v2](<https://www.sota2.com/research/sota/novel-knowledge-recall-on-kid-bench-category-a-v2>)

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

Data updated: 2026-04-28T09:10:57.830Z

Evaluation of model performance on the Novel Knowledge Recall task using the KID-Bench Category A v2 dataset, typically measured by Accuracy.

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 | Novel Knowledge Recall |
| Dataset (including any stated split) | KID-Bench Category A v2 |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/novel-knowledge-recall-on-kid-bench-category-a-v2.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Conflict-Aware | 97.1 | Not recorded | 69f03f5255a3c32af89fa35f |
| D2L Baseline | 96.7 | Not recorded | 69f03f5255a3c32af89fa35f |
| SLB | 95.5 | Not recorded | 69f03f5255a3c32af89fa35f |

### Conflict-Aware

Accuracy: 97.1. Result ID: 69f0795847f34ce924d69721.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5255a3c32af89fa35f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f5255a3c32af89fa35f.md>)

Recorded evaluation configuration: {"Backbone":"Gemma-2B","Decoding strategy":"greedy decoding"}. This record does not assert independent reproduction.

### D2L Baseline

Accuracy: 96.7. Result ID: 69f0795847f34ce924d6971f.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5255a3c32af89fa35f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6996992a09c33900fcd71f6d.md>)

Recorded evaluation configuration: {"Backbone":"Gemma-2B","Decoding strategy":"greedy decoding"}. This record does not assert independent reproduction.

### SLB

Accuracy: 95.5. Result ID: 69f0795847f34ce924d69720.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5255a3c32af89fa35f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f5255a3c32af89fa35f.md>)

Recorded evaluation configuration: {"Backbone":"Gemma-2B","Decoding strategy":"greedy decoding","Method configuration":"25%/1.75×"}. This record does not assert independent reproduction.

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