# 3D Geometry Evaluation on DB-3DME Source: [3D Geometry Evaluation on DB-3DME]() Collection index: [llms.txt]() Data updated: 2026-06-11T07:15:07.722Z Evaluation of 3D Geometry performance on the DB-3DME dataset, reporting Exact-Match, Within-One, and Pearson correlation metrics. 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 | 3D Geometry Evaluation | | Dataset (including any stated split) | DB-3DME | | Metric | PCC | | Unit | SCALAR | | 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 - [PCC](): Higher is better; unit: SCALAR. - [Exact Match](): Higher is better; unit: PERCENT. - [Within-One Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | PCC | Result date | Report paper | | --- | --- | --- | --- | | Gemini-2.5-pro | 0.37 | Not recorded | 6a28f34e90966ade919c17ff | | Gemini-2.5-pro | 0.369 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-medium | 0.279 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-high | 0.269 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-4o | 0.269 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-low | 0.269 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-4o | 0.26 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-medium | 0.26 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-high | 0.258 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-5-low | 0.256 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-4.1 | 0.226 | Not recorded | 6a28f34e90966ade919c17ff | | ChatGPT-4.1 | 0.223 | Not recorded | 6a28f34e90966ade919c17ff | | Qwen-2.5-vl-7b | 0.176 | Not recorded | 6a28f34e90966ade919c17ff | | Qwen-2.5-vl-7b | 0.174 | Not recorded | 6a28f34e90966ade919c17ff | | CLIP Score (ViT-L/14) | 0.074 | Not recorded | 6a28f34e90966ade919c17ff | ### Gemini-2.5-pro PCC: 0.37. Result ID: 6a2a5ecdfbc373592c26f862. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### Gemini-2.5-pro PCC: 0.369. Result ID: 6a2a5ecdfbc373592c26f869. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### ChatGPT-5-medium PCC: 0.279. Result ID: 6a2a5ecdfbc373592c26f866. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### ChatGPT-5-high PCC: 0.269. Result ID: 6a2a5ecdfbc373592c26f85e. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### ChatGPT-4o PCC: 0.269. Result ID: 6a2a5ecdfbc373592c26f863. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### ChatGPT-5-low PCC: 0.269. Result ID: 6a2a5ecdfbc373592c26f867. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### ChatGPT-4o PCC: 0.26. Result ID: 6a2a5ecdfbc373592c26f85c. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### ChatGPT-5-medium PCC: 0.26. Result ID: 6a2a5ecdfbc373592c26f85f. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### ChatGPT-5-high PCC: 0.258. Result ID: 6a2a5ecdfbc373592c26f865. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### ChatGPT-5-low PCC: 0.256. Result ID: 6a2a5ecdfbc373592c26f860. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### ChatGPT-4.1 PCC: 0.226. Result ID: 6a2a5ecdfbc373592c26f861. [Reporting paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### ChatGPT-4.1 PCC: 0.223. Result ID: 6a2a5ecdfbc373592c26f868. [Reporting paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### Qwen-2.5-vl-7b PCC: 0.176. Result ID: 6a2a5ecdfbc373592c26f85d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Version":"V1"}. This record does not assert independent reproduction. ### Qwen-2.5-vl-7b PCC: 0.174. Result ID: 6a2a5ecdfbc373592c26f864. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Version":"V2"}. This record does not assert independent reproduction. ### CLIP Score (ViT-L/14) PCC: 0.074. Result ID: 6a2a5ecdfbc373592c26f85b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Version":"Non-VLM baseline"}. 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