# Deep Image Search on DISBench Intra-Event Source: [Deep Image Search on DISBench Intra-Event]() Collection index: [llms.txt]() Data updated: 2026-06-04T07:58:31.205Z Evaluation of Deep Image Search performance on the DISBench Intra-Event 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 Intra-Event | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | EM | Result date | Report paper | | --- | --- | --- | --- | | PhotoCraft | 40.4 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 38.6 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 29.8 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 26.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 26.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 26.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 21.1 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 19.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 19.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 19.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 17.5 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 17.5 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 17.5 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 15.8 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 14 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 12.3 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 10.5 | Not recorded | 6a210659c10484bac23efe61 | | PhotoCraft | 7 | Not recorded | 6a210659c10484bac23efe61 | ### PhotoCraft EM: 40.4. Result ID: 6a213000fbc373592c1c8a31. [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: 38.6. Result ID: 6a213000fbc373592c1c8a30. [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: 29.8. Result ID: 6a213000fbc373592c1c8a2f. [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: 26.3. Result ID: 6a213000fbc373592c1c8a2b. [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: 26.3. Result ID: 6a213000fbc373592c1c8a2e. [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: 26.3. Result ID: 6a213000fbc373592c1c8a36. [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: 21.1. Result ID: 6a213000fbc373592c1c8a37. [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: 19.3. Result ID: 6a213000fbc373592c1c8a2a. [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: 19.3. Result ID: 6a213000fbc373592c1c8a2c. [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: 19.3. Result ID: 6a213000fbc373592c1c8a34. [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: 17.5. Result ID: 6a213000fbc373592c1c8a2d. [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: 17.5. Result ID: 6a213000fbc373592c1c8a35. [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: 17.5. Result ID: 6a213000fbc373592c1c8a38. [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: 15.8. Result ID: 6a213000fbc373592c1c8a33. [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: 14. Result ID: 6a213000fbc373592c1c8a32. [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: 6a213000fbc373592c1c8a39. [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: 10.5. Result ID: 6a213000fbc373592c1c8a28. [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: 7. Result ID: 6a213000fbc373592c1c8a29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"GPT-4o","Embedding Model":"Qwen3-VL-Embedding-8B"}. 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