# High-resolution Visual Question Answering on HR-Bench 8K Source: [High-resolution Visual Question Answering on HR-Bench 8K]() Collection index: [llms.txt]() Data updated: 2026-05-05T06:54:48.179Z Evaluation of model performance on the HR-Bench 8K dataset specifically for High-resolution Visual Question Answering tasks, reporting Overall, Single, and Cross category scores. 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 | High-resolution Visual Question Answering | | Dataset (including any stated split) | HR-Bench 8K | | Metric | Overall Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Overall Accuracy](): Higher is better; unit: PERCENT. - [Single Category Accuracy](): Higher is better; unit: PERCENT. - [Cross Category Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PFlowNet | 76.9 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-72B | 76.3 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen3-VL-32B | 74.8 | Not recorded | 69f979fbc0f56ed843089c95 | | DeepEyesV2 | 73.8 | Not recorded | 69f979fbc0f56ed843089c95 | | TreeVGR | 72.8 | Not recorded | 69f979fbc0f56ed843089c95 | | DeepEyes | 72.6 | Not recorded | 69f979fbc0f56ed843089c95 | | Thyme | 72 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-32B | 71.6 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-7B | 68.8 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen3-VL-8B | 68.1 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen3-VL-4B | 67.1 | Not recorded | 69f979fbc0f56ed843089c95 | | InternVL3-38B | 67 | Not recorded | 69f979fbc0f56ed843089c95 | | PixelReasoner | 66.9 | Not recorded | 69f979fbc0f56ed843089c95 | | InternVL3-8B | 62 | Not recorded | 69f979fbc0f56ed843089c95 | | LLaVA-OV-72B | 60.9 | Not recorded | 69f979fbc0f56ed843089c95 | | GPT-4o-1120 | 55.5 | Not recorded | 69f979fbc0f56ed843089c95 | ### PFlowNet Overall Accuracy: 76.9. Result ID: 69f993c347f34ce924dcc073. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-72B Overall Accuracy: 76.3. Result ID: 69f993c347f34ce924dcc06a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-32B Overall Accuracy: 74.8. Result ID: 69f993c347f34ce924dcc06d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepEyesV2 Overall Accuracy: 73.8. Result ID: 69f993c347f34ce924dcc070. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TreeVGR Overall Accuracy: 72.8. Result ID: 69f993c347f34ce924dcc072. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepEyes Overall Accuracy: 72.6. Result ID: 69f993c347f34ce924dcc06f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Thyme Overall Accuracy: 72. Result ID: 69f993c347f34ce924dcc071. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-32B Overall Accuracy: 71.6. Result ID: 69f993c347f34ce924dcc069. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Overall Accuracy: 68.8. Result ID: 69f993c347f34ce924dcc068. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-8B Overall Accuracy: 68.1. Result ID: 69f993c347f34ce924dcc06c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-4B Overall Accuracy: 67.1. Result ID: 69f993c347f34ce924dcc06b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL3-38B Overall Accuracy: 67. Result ID: 69f993c347f34ce924dcc067. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixelReasoner Overall Accuracy: 66.9. Result ID: 69f993c347f34ce924dcc06e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL3-8B Overall Accuracy: 62. Result ID: 69f993c347f34ce924dcc066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaVA-OV-72B Overall Accuracy: 60.9. Result ID: 69f993c347f34ce924dcc065. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o-1120 Overall Accuracy: 55.5. Result ID: 69f993c347f34ce924dcc064. [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.