# Virtual Screening on Tox21 NR-AR-LBD 3.5% prevalence

Source: [Virtual Screening on Tox21 NR-AR-LBD 3.5% prevalence](<https://www.sota2.com/research/sota/virtual-screening-on-tox21-nr-ar-lbd-3-5-percent-prevalence>)

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

Data updated: 2026-03-16T09:39:22.849Z

Evaluation of model performance on virtual screening using the Tox21 subset focused on NR-AR-LBD activity at 3.5% prevalence, measured by metrics such as DQS.

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 | Virtual Screening |
| Dataset (including any stated split) | Tox21 NR-AR-LBD 3.5% prevalence |
| Metric | DQS |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [DQS](<https://www.sota2.com/research/sota/virtual-screening-on-tox21-nr-ar-lbd-3-5-percent-prevalence.md?metric=DQS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | DQS | Result date | Report paper |
| --- | --- | --- | --- |
| DeepSeek-V3.1 | 0.401 | Not recorded | 69b78e930636e5bf4afbdc1e |
| DeepSeek-V3.1 | 0.383 | Not recorded | 69b78e930636e5bf4afbdc1e |
| Llama-4-Maverick | 0.363 | Not recorded | 69b78e930636e5bf4afbdc1e |
| GLM-5 | 0.357 | Not recorded | 69b78e930636e5bf4afbdc1e |
| GLM-5 | 0.351 | Not recorded | 69b78e930636e5bf4afbdc1e |
| Llama-4-Maverick | 0.222 | Not recorded | 69b78e930636e5bf4afbdc1e |
| GLM-5 | 0.141 | Not recorded | 69b78e930636e5bf4afbdc1e |
| GLM-5 | 0.097 | Not recorded | 69b78e930636e5bf4afbdc1e |
| Greedy-ML | 0.086 | Not recorded | 69b78e930636e5bf4afbdc1e |
| DeepSeek-V3.1 | 0.071 | Not recorded | 69b78e930636e5bf4afbdc1e |
| DeepSeek-V3.1 | 0.065 | Not recorded | 69b78e930636e5bf4afbdc1e |
| Llama-4-Maverick | 0.042 | Not recorded | 69b78e930636e5bf4afbdc1e |
| Llama-4-Maverick | 0.004 | Not recorded | 69b78e930636e5bf4afbdc1e |

### DeepSeek-V3.1

DQS: 0.401. Result ID: 69b7ced847f34ce9249fd85e.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Direct"}. This record does not assert independent reproduction.

### DeepSeek-V3.1

DQS: 0.383. Result ID: 69b7ced847f34ce9249fd860.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewDirect"}. This record does not assert independent reproduction.

### Llama-4-Maverick

DQS: 0.363. Result ID: 69b7ced847f34ce9249fd862.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Direct"}. This record does not assert independent reproduction.

### GLM-5

DQS: 0.357. Result ID: 69b7ced847f34ce9249fd868.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewDirect"}. This record does not assert independent reproduction.

### GLM-5

DQS: 0.351. Result ID: 69b7ced847f34ce9249fd866.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Direct"}. This record does not assert independent reproduction.

### Llama-4-Maverick

DQS: 0.222. Result ID: 69b7ced847f34ce9249fd864.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewDirect"}. This record does not assert independent reproduction.

### GLM-5

DQS: 0.141. Result ID: 69b7ced847f34ce9249fd867.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Rerank"}. This record does not assert independent reproduction.

### GLM-5

DQS: 0.097. Result ID: 69b7ced847f34ce9249fd869.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewRerank"}. This record does not assert independent reproduction.

### Greedy-ML

DQS: 0.086. Result ID: 69b7ced847f34ce9249fd86a.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

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

### DeepSeek-V3.1

DQS: 0.071. Result ID: 69b7ced847f34ce9249fd85f.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Rerank"}. This record does not assert independent reproduction.

### DeepSeek-V3.1

DQS: 0.065. Result ID: 69b7ced847f34ce9249fd861.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewRerank"}. This record does not assert independent reproduction.

### Llama-4-Maverick

DQS: 0.042. Result ID: 69b7ced847f34ce9249fd863.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"Rerank"}. This record does not assert independent reproduction.

### Llama-4-Maverick

DQS: 0.004. Result ID: 69b7ced847f34ce9249fd865.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e930636e5bf4afbdc1e.md>)

Recorded evaluation configuration: {"Mode":"FewRerank"}. This record does not assert independent reproduction.

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