# Pointwise Engagement Prediction on Apex Legends Source: [Pointwise Engagement Prediction on Apex Legends]() Collection index: [llms.txt]() Data updated: 2026-03-20T09:02:47.267Z Evaluation of Pointwise Engagement Prediction performance on the Apex Legends dataset, measured using 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 | Pointwise Engagement Prediction | | Dataset (including any stated split) | Apex Legends | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 | 0.695 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 0.683 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.641 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 0.627 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 0.627 | Not recorded | 69bcd4720636e5bf4afc291c | | Majority-class baseline | 0.559 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 0.559 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.546 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.542 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 0.525 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 0.525 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.492 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 0.492 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.475 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 0.458 | Not recorded | 69bcd4720636e5bf4afc291c | ### Qwen Accuracy: 0.695. Result ID: 69bd0d2647f34ce924a74051. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### Qwen Accuracy: 0.683. Result ID: 69bd0d2647f34ce924a74050. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.641. Result ID: 69bd0d2647f34ce924a7404a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### Qwen Accuracy: 0.627. Result ID: 69bd0d2647f34ce924a74052. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### Qwen Accuracy: 0.627. Result ID: 69bd0d2647f34ce924a74053. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. ### Majority-class baseline Accuracy: 0.559. Result ID: 69bd0d2647f34ce924a74047. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen Accuracy: 0.559. Result ID: 69bd0d2647f34ce924a7404f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.546. Result ID: 69bd0d2647f34ce924a7404c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.542. Result ID: 69bd0d2647f34ce924a74049. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 0.525. Result ID: 69bd0d2647f34ce924a74054. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 0.525. Result ID: 69bd0d2647f34ce924a74055. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.492. Result ID: 69bd0d2647f34ce924a7404b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### Qwen Accuracy: 0.492. Result ID: 69bd0d2647f34ce924a7404e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.475. Result ID: 69bd0d2647f34ce924a7404d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. ### InternVL Accuracy: 0.458. Result ID: 69bd0d2647f34ce924a74048. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.