# Behavioral Prediction on Woodward-like Behavioral Prediction Animate Source: [Behavioral Prediction on Woodward-like Behavioral Prediction Animate]() Collection index: [llms.txt]() Data updated: 2026-03-27T12:08:16.499Z Evaluation of model performance on predicting behavior using the Woodward-like Behavioral Prediction Animate 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 | Behavioral Prediction | | Dataset (including any stated split) | Woodward-like Behavioral Prediction Animate | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Qwen 3.5 Plus | 85 | Not recorded | 68fa7a311e209131cea81a7b | | GPT-5.2 | 84 | Not recorded | 68fa7a311e209131cea81a7b | | Humans | 75 | Not recorded | 68fa7a311e209131cea81a7b | | Gemini 3.1 Pro | 63 | Not recorded | 68fa7a311e209131cea81a7b | | Claude 3.5 Sonnet | 53 | Not recorded | 68fa7a311e209131cea81a7b | | Qwen VL Max | 48 | Not recorded | 68fa7a311e209131cea81a7b | | Gemini 3.1 Flash | 41 | Not recorded | 68fa7a311e209131cea81a7b | | Claude Opus 4.6 | 37 | Not recorded | 68fa7a311e209131cea81a7b | | GPT-4o | 35 | Not recorded | 68fa7a311e209131cea81a7b | ### Qwen 3.5 Plus Accuracy: 85. Result ID: 69c672af47f34ce924b02271. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-5.2 Accuracy: 84. Result ID: 69c672af47f34ce924b0226f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Humans Accuracy: 75. Result ID: 69c672af47f34ce924b02269. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gemini 3.1 Pro Accuracy: 63. Result ID: 69c672af47f34ce924b0226b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Claude 3.5 Sonnet Accuracy: 53. Result ID: 69c672af47f34ce924b0226c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen VL Max Accuracy: 48. Result ID: 69c672af47f34ce924b02270. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gemini 3.1 Flash Accuracy: 41. Result ID: 69c672af47f34ce924b0226a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Claude Opus 4.6 Accuracy: 37. Result ID: 69c672af47f34ce924b0226d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o Accuracy: 35. Result ID: 69c672af47f34ce924b0226e. [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.