| [ | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Qwen3-VL-235b-A22b-Instruct", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 11.5, | |
| "overall_f1": 27.2, | |
| "intra_em": 17.5, | |
| "intra_f1": 32.1, | |
| "inter_em": 6.2, | |
| "inter_f1": 22.9 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Gemini-3-Flash-Preview", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 12.3, | |
| "overall_f1": 36.8, | |
| "intra_em": 15.8, | |
| "intra_f1": 42.4, | |
| "inter_em": 9.2, | |
| "inter_f1": 31.9 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Qwen3-VL-235b-A22b-Thinking", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 8.2, | |
| "overall_f1": 20.4, | |
| "intra_em": 12.3, | |
| "intra_f1": 23.7, | |
| "inter_em": 4.6, | |
| "inter_f1": 17.6 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Qwen3-VL-32b-Instruct", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 8.2, | |
| "overall_f1": 20.9, | |
| "intra_em": 14.0, | |
| "intra_f1": 27.1, | |
| "inter_em": 3.1, | |
| "inter_f1": 15.5 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Gpt-4o", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 5.7, | |
| "overall_f1": 21.8, | |
| "intra_em": 5.3, | |
| "intra_f1": 17.1, | |
| "inter_em": 6.2, | |
| "inter_f1": 25.9 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Glm-4.6v", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 8.2, | |
| "overall_f1": 26.1, | |
| "intra_em": 10.5, | |
| "intra_f1": 32.1, | |
| "inter_em": 6.2, | |
| "inter_f1": 20.8 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Claude-Opus-4-5-20251101", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 28.7, | |
| "overall_f1": 55.0, | |
| "intra_em": 35.1, | |
| "intra_f1": 60.0, | |
| "inter_em": 23.1, | |
| "inter_f1": 50.7 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Claude-Sonnet-4-5-20250929", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 22.1, | |
| "overall_f1": 43.8, | |
| "intra_em": 28.1, | |
| "intra_f1": 48.5, | |
| "inter_em": 16.9, | |
| "inter_f1": 39.6 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Gpt-5.2", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 13.1, | |
| "overall_f1": 30.0, | |
| "intra_em": 19.3, | |
| "intra_f1": 32.9, | |
| "inter_em": 7.7, | |
| "inter_f1": 27.4 | |
| }, | |
| { | |
| "method": "ImageSeeker", | |
| "url": "https://github.com/RUC-NLPIR/DeepImageSearch", | |
| "org": "RUC-NLPIR", | |
| "agent": "ImageSeeker", | |
| "backbone": "Gemini-3-Pro-Preview", | |
| "retriever": "Qwen3-VL-Embedding-8B", | |
| "track": "Standard", | |
| "date": "2026-02-24", | |
| "overall_em": 24.6, | |
| "overall_f1": 47.9, | |
| "intra_em": 29.8, | |
| "intra_f1": 55.2, | |
| "inter_em": 20.0, | |
| "inter_f1": 41.5 | |
| } | |
| ] |