# Image Graph Retrieval on VOC all 2007 (trainval) Source: [Image Graph Retrieval on VOC all 2007 (trainval)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:52.189Z Evaluation of Image Graph Retrieval performance on the trainval split of the PASCAL VOC 2007 dataset, measured by CorRet score. 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 | Image graph retrieval | | Dataset (including any stated split) | VOC all 2007 (trainval) | | Metric | CorRet | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [CorRet](): Higher is better; unit: PERCENT. ## Recorded results | Method | CorRet | Result date | Report paper | | --- | --- | --- | --- | | Large-scale rOSD | 49.4 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (rOSD) | 49.3 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (OSD) | 47.9 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale OSD | 45.5 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (rOSD) | 42.8 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (OSD) | 41.1 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale rOSD | 38.3 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (rOSD) | 37.6 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (rOSD) | 35.4 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (OSD) | 34.8 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale OSD | 34.6 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (OSD) | 31.4 | Not recorded | 68fa68381e209131cea1ae0a | ### Large-scale rOSD CorRet: 49.4. Result ID: 698d64548b517eb43321294f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 2 (rOSD) CorRet: 49.3. Result ID: 698d64548b517eb43321294d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 2 (OSD) CorRet: 47.9. Result ID: 698d64548b517eb43321294c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Large-scale OSD CorRet: 45.5. Result ID: 698d64548b517eb43321294e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 1 (rOSD) CorRet: 42.8. Result ID: 698d64548b517eb43321294b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 1 (OSD) CorRet: 41.1. Result ID: 698d64548b517eb43321294a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Large-scale rOSD CorRet: 38.3. Result ID: 698d64548b517eb433212955. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 2 (rOSD) CorRet: 37.6. Result ID: 698d64548b517eb433212953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 1 (rOSD) CorRet: 35.4. Result ID: 698d64548b517eb433212951. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 2 (OSD) CorRet: 34.8. Result ID: 698d64548b517eb433212952. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Large-scale OSD CorRet: 34.6. Result ID: 698d64548b517eb433212954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 1 (OSD) CorRet: 31.4. Result ID: 698d64548b517eb433212950. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.