| { |
| "n_queries": 15, |
| "query_ids": [ |
| "125", |
| "132", |
| "276", |
| "286", |
| "543", |
| "614", |
| "695", |
| "713", |
| "835", |
| "915", |
| "919", |
| "926", |
| "936", |
| "1106", |
| "1126" |
| ], |
| "selection_method": "stratified_3", |
| "n_runs": 79, |
| "n_systems": 18, |
| "split_systems": { |
| "select": [ |
| "timchen0618 (one LLM, 6 trajectory-summary variants)", |
| "OpenResearcher-30B-A3B @ OpenResearcher eval logs", |
| "Qwen3.5-35B-A3B @ liuqi6777 search-agent trajectories", |
| "Claude-Opus-4.7 @ Pi-Serini", |
| "DeepSeek-V4-Pro @ liuqi6777 search-agent trajectories", |
| "Kimi-K2.6 @ liuqi6777 search-agent trajectories" |
| ], |
| "validate": [ |
| "Tongyi-DeepResearch-30B-A3B @ liuqi6777 search-agent trajectories", |
| "Claude-Haiku-4.5 @ Pi-Serini", |
| "DeepSeek-V4-Pro @ Pi-Serini", |
| "GPT-5 @ BrowseComp-Plus official runs", |
| "GPT-5.4 @ Pi-Serini", |
| "GPT-5.5 @ Pi-Serini" |
| ], |
| "test": [ |
| "gpt-oss-120b-high @ liuqi6777 search-agent trajectories", |
| "gpt-oss-20b (high) @ Revisiting Text Ranking in Deep Research (SIGIR'26) runs", |
| "o3 @ BrowseComp-Plus official runs", |
| "DeepSeek-V4-Flash @ Pi-Serini", |
| "GPT-5.2 @ Pi-Serini", |
| "GPT-5 @ Pi-Serini" |
| ] |
| }, |
| "test_split_weighted_spearman": 0.9734, |
| "test_split_mae_after_linear_fit_pts": 3.75, |
| "test_split_raw_mae_pts": 14.99, |
| "random_subset_test_split_weighted_spearman": 0.8055, |
| "all_runs_weighted_spearman": 0.9503, |
| "random_subset_all_runs_weighted_spearman": 0.7456, |
| "all_runs_mae_after_linear_fit_pts": 2.93, |
| "linear_fit_full_from_mini": { |
| "slope": 0.3076, |
| "intercept": 0.4279 |
| }, |
| "full_benchmark_split_half_weighted_spearman": 0.9741, |
| "size_curve_mean_over_splits": { |
| "10": { |
| "test_spearman_mean": 0.8622, |
| "test_spearman_sd": 0.0845, |
| "random_test_spearman_mean": 0.6817, |
| "test_calibrated_mae_pts": 5.42 |
| }, |
| "12": { |
| "test_spearman_mean": 0.886, |
| "test_spearman_sd": 0.1015, |
| "random_test_spearman_mean": 0.7146, |
| "test_calibrated_mae_pts": 4.99 |
| }, |
| "15": { |
| "test_spearman_mean": 0.8779, |
| "test_spearman_sd": 0.0868, |
| "random_test_spearman_mean": 0.7492, |
| "test_calibrated_mae_pts": 5.08 |
| }, |
| "20": { |
| "test_spearman_mean": 0.8869, |
| "test_spearman_sd": 0.0705, |
| "random_test_spearman_mean": 0.7979, |
| "test_calibrated_mae_pts": 5.44 |
| }, |
| "30": { |
| "test_spearman_mean": 0.8955, |
| "test_spearman_sd": 0.0738, |
| "random_test_spearman_mean": 0.8467, |
| "test_calibrated_mae_pts": 4.75 |
| } |
| } |
| } |
