# High-resolution Visual Question Answering on HR-Bench 4K Source: [High-resolution Visual Question Answering on HR-Bench 4K]() Collection index: [llms.txt]() Data updated: 2026-05-05T06:54:48.142Z Evaluation of model performance on the HR-Bench 4K dataset specifically focusing on High-resolution Visual Question Answering, reporting scores across Overall, Single-image, and Cross-image query types. 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 4K | | 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-image Accuracy](): Higher is better; unit: PERCENT. - [Cross-image Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Qwen3-VL-32B | 82.1 | Not recorded | 69f979fbc0f56ed843089c95 | | PFlowNet | 80.4 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-72B | 79.4 | Not recorded | 69f979fbc0f56ed843089c95 | | DeepEyesV2 | 77.9 | Not recorded | 69f979fbc0f56ed843089c95 | | TreeVGR | 77.1 | Not recorded | 69f979fbc0f56ed843089c95 | | Thyme | 77 | Not recorded | 69f979fbc0f56ed843089c95 | | InternVL3-38B | 76.3 | Not recorded | 69f979fbc0f56ed843089c95 | | DeepEyes | 75.1 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-32B | 74.8 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen3-VL-4B | 73.5 | Not recorded | 69f979fbc0f56ed843089c95 | | PixelReasoner | 72.9 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen3-VL-8B | 72.4 | Not recorded | 69f979fbc0f56ed843089c95 | | Qwen2.5-VL-7B | 72.1 | Not recorded | 69f979fbc0f56ed843089c95 | | InternVL3-8B | 70.8 | Not recorded | 69f979fbc0f56ed843089c95 | | LLaVA-OV-72B | 66.3 | Not recorded | 69f979fbc0f56ed843089c95 | | GPT-4o-1120 | 59 | Not recorded | 69f979fbc0f56ed843089c95 | ### Qwen3-VL-32B Overall Accuracy: 82.1. Result ID: 69f993c347f34ce924dcc05d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PFlowNet Overall Accuracy: 80.4. Result ID: 69f993c347f34ce924dcc063. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-72B Overall Accuracy: 79.4. Result ID: 69f993c347f34ce924dcc05a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepEyesV2 Overall Accuracy: 77.9. Result ID: 69f993c347f34ce924dcc060. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TreeVGR Overall Accuracy: 77.1. Result ID: 69f993c347f34ce924dcc062. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Thyme Overall Accuracy: 77. Result ID: 69f993c347f34ce924dcc061. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL3-38B Overall Accuracy: 76.3. Result ID: 69f993c347f34ce924dcc057. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepEyes Overall Accuracy: 75.1. Result ID: 69f993c347f34ce924dcc05f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-32B Overall Accuracy: 74.8. Result ID: 69f993c347f34ce924dcc059. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-4B Overall Accuracy: 73.5. Result ID: 69f993c347f34ce924dcc05b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixelReasoner Overall Accuracy: 72.9. Result ID: 69f993c347f34ce924dcc05e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-8B Overall Accuracy: 72.4. Result ID: 69f993c347f34ce924dcc05c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Overall Accuracy: 72.1. Result ID: 69f993c347f34ce924dcc058. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### InternVL3-8B Overall Accuracy: 70.8. Result ID: 69f993c347f34ce924dcc056. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaVA-OV-72B Overall Accuracy: 66.3. Result ID: 69f993c347f34ce924dcc055. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o-1120 Overall Accuracy: 59. Result ID: 69f993c347f34ce924dcc054. [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.