# Pointwise Engagement Prediction on Corridor 7 Source: [Pointwise Engagement Prediction on Corridor 7]() Collection index: [llms.txt]() Data updated: 2026-03-20T09:02:47.211Z Evaluation of Pointwise Engagement Prediction performance on the Corridor 7 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) | Corridor 7 | | 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 | | --- | --- | --- | --- | | InternVL | 83.5 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 73.9 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 72.9 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 72.5 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 66.1 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 64.4 | Not recorded | 69bcd4720636e5bf4afc291c | | Majority-class baseline | 61 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 57.6 | Not recorded | 69bcd4720636e5bf4afc291c | | GPT-4o | 57.6 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 55.9 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 52.5 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 49.2 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 39 | Not recorded | 69bcd4720636e5bf4afc291c | | Qwen | 39 | Not recorded | 69bcd4720636e5bf4afc291c | | InternVL | 37.3 | Not recorded | 69bcd4720636e5bf4afc291c | ### InternVL Accuracy (%): 83.5. Result ID: 69bd0d2647f34ce924a7402c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 73.9. Result ID: 69bd0d2647f34ce924a74034. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### InternVL Accuracy (%): 72.9. Result ID: 69bd0d2647f34ce924a7402e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S5"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 72.5. Result ID: 69bd0d2647f34ce924a74032. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S3"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 66.1. Result ID: 69bd0d2647f34ce924a74030. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### InternVL Accuracy (%): 64.4. Result ID: 69bd0d2647f34ce924a7402d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### Majority-class baseline Accuracy (%): 61. Result ID: 69bd0d2647f34ce924a74029. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o Accuracy (%): 57.6. Result ID: 69bd0d2647f34ce924a74036. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### GPT-4o Accuracy (%): 57.6. Result ID: 69bd0d2647f34ce924a74037. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 55.9. Result ID: 69bd0d2647f34ce924a74033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S4"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 52.5. Result ID: 69bd0d2647f34ce924a74035. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. ### InternVL Accuracy (%): 49.2. Result ID: 69bd0d2647f34ce924a7402a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S1"}. This record does not assert independent reproduction. ### InternVL Accuracy (%): 39. Result ID: 69bd0d2647f34ce924a7402f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S6"}. This record does not assert independent reproduction. ### Qwen Accuracy (%): 39. Result ID: 69bd0d2647f34ce924a74031. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. ### InternVL Accuracy (%): 37.3. Result ID: 69bd0d2647f34ce924a7402b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"S2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.