# Two-choice selection on Science-T2I Simple Source: [Two-choice selection on Science-T2I Simple]() Collection index: [llms.txt]() Data updated: 2026-04-02T08:24:33.398Z Evaluation of model performance on the Science-T2I Simple dataset for two-choice selection tasks, reporting accuracy scores across Physics, Chemistry, and Biology domains. 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 | Two-choice selection | | Dataset (including any stated split) | Science-T2I Simple | | Metric | Physics Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [Physics Accuracy](): Higher is better; unit: PERCENT. - [Chemistry Accuracy](): Higher is better; unit: PERCENT. - [Biology Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Physics Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SciScore | 94.92 | Not recorded | 68fa781a1e209131cea76cdb | | Human Eval | 87.67 | Not recorded | 68fa781a1e209131cea76cdb | | LLaVA-OV-7B | 68.22 | Not recorded | 68fa781a1e209131cea76cdb | | InternVL2.5-8B | 67.8 | Not recorded | 68fa781a1e209131cea76cdb | | GPT-4o mini | 67.04 | Not recorded | 68fa781a1e209131cea76cdb | | GPT-4o mini | 61.97 | Not recorded | 68fa781a1e209131cea76cdb | | Qwen2-VL-7B | 60.03 | Not recorded | 68fa781a1e209131cea76cdb | | SigLIP ViT-SO-14 | 59.63 | Not recorded | 68fa781a1e209131cea76cdb | | CLIP-H | 55.08 | Not recorded | 68fa781a1e209131cea76cdb | | BLIPScore | 50.35 | Not recorded | 68fa781a1e209131cea76cdb | | Random Guess | 50 | Not recorded | 68fa781a1e209131cea76cdb | ### SciScore Physics Accuracy: 94.92. Result ID: 69ce27ae47f34ce924b7431b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Human Eval Physics Accuracy: 87.67. Result ID: 69ce27ad47f34ce924b74311. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaVA-OV-7B Physics Accuracy: 68.22. Result ID: 69ce27ae47f34ce924b74317. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL2.5-8B Physics Accuracy: 67.8. Result ID: 69ce27ae47f34ce924b74318. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o mini Physics Accuracy: 67.04. Result ID: 69ce27ae47f34ce924b7431a. [Reporting paper]() Recorded evaluation configuration: {"Chain-of-Thought (CoT)":"true"}. This record does not assert independent reproduction. ### GPT-4o mini Physics Accuracy: 61.97. Result ID: 69ce27ae47f34ce924b74319. [Reporting paper]() Recorded evaluation configuration: {"Chain-of-Thought (CoT)":"false"}. This record does not assert independent reproduction. ### Qwen2-VL-7B Physics Accuracy: 60.03. Result ID: 69ce27ad47f34ce924b74316. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SigLIP ViT-SO-14 Physics Accuracy: 59.63. Result ID: 69ce27ad47f34ce924b74315. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CLIP-H Physics Accuracy: 55.08. Result ID: 69ce27ad47f34ce924b74313. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BLIPScore Physics Accuracy: 50.35. Result ID: 69ce27ad47f34ce924b74314. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Guess Physics Accuracy: 50. Result ID: 69ce27ad47f34ce924b74312. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.