# Deep Image Search on DISBench Overall Source: [Deep Image Search on DISBench Overall]() Collection index: [llms.txt]() Data updated: 2026-06-04T07:58:31.239Z Evaluation of Deep Image Search performance on the DISBench Overall dataset, reporting EM and F1 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 | Deep Image Search | | Dataset (including any stated split) | DISBench Overall | | Metric | EM | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [EM](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | EM | Result date | Report paper | | --- | --- | --- | --- | | PhotoCraft | 36.9 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 34.4 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 23.8 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 22.1 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 21.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 19.7 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 18 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 17.2 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 16.4 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 16.4 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 16.4 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 13.9 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 13.1 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 13.1 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 12.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 12.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 10.7 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 7.4 | Not recorded | 6a210659c10484bac23efe61 | ### PhotoCraft EM: 36.9. Result ID: 6a213000fbc373592c1c8a54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Claude-Opus-4.5","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 34.4. Result ID: 6a213000fbc373592c1c8a55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Claude-Opus-4.5","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 23.8. Result ID: 6a213000fbc373592c1c8a53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Claude-Sonnet-4.5","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 22.1. Result ID: 6a213000fbc373592c1c8a52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Claude-Sonnet-4.5","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 21.3. Result ID: 6a213000fbc373592c1c8a5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-32B-Instruct","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 19.7. Result ID: 6a213000fbc373592c1c8a5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-32B-Instruct","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 18. Result ID: 6a213000fbc373592c1c8a4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GPT-5.2","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 17.2. Result ID: 6a213000fbc373592c1c8a4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GPT-5.2","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 16.4. Result ID: 6a213000fbc373592c1c8a58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-235B-A22B-Instruct","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 16.4. Result ID: 6a213000fbc373592c1c8a59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-235B-A22B-Instruct","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 16.4. Result ID: 6a213000fbc373592c1c8a5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GLM-4.6V","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 13.9. Result ID: 6a213000fbc373592c1c8a50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemini-3-Flash-Preview","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 13.1. Result ID: 6a213000fbc373592c1c8a51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemini-3-Flash-Preview","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 13.1. Result ID: 6a213000fbc373592c1c8a56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-235B-A22B-Thinking","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 12.3. Result ID: 6a213000fbc373592c1c8a4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GPT-4o","Embedding Model":"Qwen3-VL-Embedding-2B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 12.3. Result ID: 6a213000fbc373592c1c8a57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-VL-235B-A22B-Thinking","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 10.7. Result ID: 6a213000fbc373592c1c8a5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GLM-4.6V","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. ### PhotoCraft EM: 7.4. Result ID: 6a213000fbc373592c1c8a4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GPT-4o","Embedding Model":"Qwen3-VL-Embedding-8B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.