# Pointwise Engagement Prediction on Battlefield 42 Source: [Pointwise Engagement Prediction on Battlefield 42]() Collection index: [llms.txt]() Data updated: 2026-03-20T09:02:47.238Z Evaluation of Pointwise Engagement Prediction performance on the Battlefield 42 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) | Battlefield 42 | | 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 | 80.3 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 72.9 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 68.3 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 64.8 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 64.4 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 64.4 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 62.7 | Not recorded | 69bcd4720636e5bf4afc291c | | Majority-class baseline | 61 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 61 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 57.6 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 52.5 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 46.8 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 45.8 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 39 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 39 | Not recorded | 69bcd4720636e5bf4afc291c | ### Qwen Accuracy: 80.3. Result ID: 69bd0d2647f34ce924a74041. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### Qwen Accuracy: 72.9. Result ID: 69bd0d2647f34ce924a74044. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. ### Qwen Accuracy: 68.3. Result ID: 69bd0d2647f34ce924a74043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### InternVL Accuracy: 64.8. Result ID: 69bd0d2647f34ce924a7403d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### InternVL Accuracy: 64.4. Result ID: 69bd0d2647f34ce924a74039. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 64.4. Result ID: 69bd0d2647f34ce924a74045. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### Qwen Accuracy: 62.7. Result ID: 69bd0d2647f34ce924a7403f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### Majority-class baseline Accuracy: 61. Result ID: 69bd0d2647f34ce924a74038. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen Accuracy: 61. Result ID: 69bd0d2647f34ce924a74042. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### Qwen Accuracy: 57.6. Result ID: 69bd0d2647f34ce924a74040. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy: 52.5. Result ID: 69bd0d2647f34ce924a7403a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy: 46.8. Result ID: 69bd0d2647f34ce924a7403b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### GPT-4o Accuracy: 45.8. Result ID: 69bd0d2647f34ce924a74046. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy: 39. Result ID: 69bd0d2647f34ce924a7403c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### InternVL Accuracy: 39. Result ID: 69bd0d2647f34ce924a7403e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.