# Image graph retrieval on VOC 12 (trainval) Source: [Image graph retrieval on VOC 12 (trainval)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:52.204Z Evaluation of Image Graph Retrieval performance on the training and validation splits of the PASCAL VOC 2012 dataset, reporting CorRet 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 | Image graph retrieval | | Dataset (including any stated split) | VOC 12 (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 | 51.9 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (rOSD) | 51.2 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (OSD) | 49.2 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale OSD | 46.3 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (rOSD) | 42.6 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale rOSD | 41.2 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (OSD) | 40.5 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (rOSD) | 40.4 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (rOSD) | 37.2 | Not recorded | 68fa68381e209131cea1ae0a | | Large-scale OSD | 36.9 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 2 (OSD) | 35.5 | Not recorded | 68fa68381e209131cea1ae0a | | Baseline 1 (OSD) | 32.4 | Not recorded | 68fa68381e209131cea1ae0a | ### Large-scale rOSD CorRet: 51.9. Result ID: 698d64548b517eb43321295b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 2 (rOSD) CorRet: 51.2. Result ID: 698d64548b517eb433212959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 2 (OSD) CorRet: 49.2. Result ID: 698d64548b517eb433212958. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Large-scale OSD CorRet: 46.3. Result ID: 698d64548b517eb43321295a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 1 (rOSD) CorRet: 42.6. Result ID: 698d64548b517eb433212957. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Large-scale rOSD CorRet: 41.2. Result ID: 698d64548b517eb433212961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 1 (OSD) CorRet: 40.5. Result ID: 698d64548b517eb433212956. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Single-object"}. This record does not assert independent reproduction. ### Baseline 2 (rOSD) CorRet: 40.4. Result ID: 698d64548b517eb43321295f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 1 (rOSD) CorRet: 37.2. Result ID: 698d64548b517eb43321295d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Large-scale OSD CorRet: 36.9. Result ID: 698d64548b517eb433212960. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 2 (OSD) CorRet: 35.5. Result ID: 698d64548b517eb43321295e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object setting":"Multi-object"}. This record does not assert independent reproduction. ### Baseline 1 (OSD) CorRet: 32.4. Result ID: 698d64548b517eb43321295c. [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.