[ { "method": "ImageSeeker(Gemini-3-Flash-Preview)", "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": "2026-02-12", "overall_em": 9.8, "overall_f1": 34.3, "intra_em": 12.3, "intra_f1": 39.5, "inter_em": 7.7, "inter_f1": 29.8 }, { "method": "ImageSeeker(Qwen3-VL-235b-A22b-Instruct)", "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": "2026-02-12", "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(Qwen3-VL-235b-A22b-Thinking)", "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": "2026-02-12", "overall_em": 8.2, "overall_f1": 20.4, "intra_em": 12.3, "intra_f1": 23.7, "inter_em": 4.6, "inter_f1": 17.6 } ]