{ "schema_version": "cs2_two_vs_seven_comparison_gemini35_v1", "model": "gemini-3.5-flash", "api_format": "openai", "selection_indices": [ 10, 11, 16, 19, 25, 200, 201 ], "sample_count": 7, "same_model": true, "same_media": false, "media_by_case": { "10": { "two_round": "images", "seven_round": "images" }, "11": { "two_round": "images", "seven_round": "images" }, "16": { "two_round": "images", "seven_round": "images" }, "19": { "two_round": "images", "seven_round": "images" }, "25": { "two_round": "images", "seven_round": "images" }, "200": { "two_round": "videos", "seven_round": "images" }, "201": { "two_round": "videos", "seven_round": "images" } }, "two_round": { "mode": "two-round", "rounds_per_sample": 2, "logical_requests": 14, "network_attempts": 14, "average_latency_seconds": 103.4403, "median_latency_seconds": 67.9267, "ok_count": 7, "schema_warning_count": 0, "error_count": 0 }, "seven_round": { "mode": "multiround", "rounds_per_sample": 7, "logical_requests": 49, "network_attempts": 49, "average_latency_seconds": 109.3535, "median_latency_seconds": 105.3419, "ok_count": 7, "schema_warning_count": 0, "error_count": 0 }, "request_reduction": { "logical_request_reduction": 35, "logical_request_reduction_percent": 71.43, "average_latency_reduction_seconds": 5.9132, "average_latency_reduction_percent": 5.41 }, "global_field_comparison": { "two_round_final_vs_round0_exact_count": { "perspective_view": 7, "Style": 7, "subject_list": 7, "environment_detail": 7 }, "two_round_final_vs_seven_round_final_exact_count": { "perspective_view": 7, "Style": 7, "subject_list": 0, "environment_detail": 0 }, "sample_count": 7 }, "mean_visual_similarity_two_vs_seven_by_segment": 0.1444, "per_sample": [ { "sample_id": "opencs2-inspect-stationary-m2392753-de_ancient-r01-p04-f000002", "selection_index": 10, "action": "inspect", "two_round_media": "images", "seven_round_media": "images", "two_round_latency_seconds": 105.0041, "seven_round_latency_seconds": 131.0897, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.0546, 0.211, 0.2519, 0.0386, 0.2346 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 186, 364, 349, 305, 319 ], "environment_word_counts": [ 35, 46, 28, 27, 33 ], "visual_words_total": 1523, "visual_words_mean": 304.6, "actions_total": 5, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 361, 378, 379, 340, 363 ], "environment_word_counts": [ 63, 63, 61, 59, 59 ], "visual_words_total": 1821, "visual_words_mean": 364.2, "actions_total": 5, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-inspect-move-m2391949-de_overpass-r12-p06-f000115", "selection_index": 11, "action": "inspect", "two_round_media": "images", "seven_round_media": "images", "two_round_latency_seconds": 296.539, "seven_round_latency_seconds": 71.2174, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.0905, 0.1005, 0.0947, 0.1046, 0.0568 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 231, 218, 215, 204, 201 ], "environment_word_counts": [ 65, 63, 63, 55, 59 ], "visual_words_total": 1069, "visual_words_mean": 213.8, "actions_total": 5, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 207, 184, 181, 221, 220 ], "environment_word_counts": [ 15, 12, 13, 10, 14 ], "visual_words_total": 1013, "visual_words_mean": 202.6, "actions_total": 5, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-reload-stationary-m2392313-de_inferno-r01-p07-f001386--infer-s0042", "selection_index": 16, "action": "reload", "two_round_media": "images", "seven_round_media": "images", "two_round_latency_seconds": 110.3986, "seven_round_latency_seconds": 86.5463, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.1018, 0.1133, 0.0717, 0.0727, 0.0557 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 226, 200, 220, 213, 201 ], "environment_word_counts": [ 60, 57, 53, 57, 51 ], "visual_words_total": 1060, "visual_words_mean": 212, "actions_total": 3, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 221, 197, 198, 185, 324 ], "environment_word_counts": [ 23, 16, 16, 16, 16 ], "visual_words_total": 1125, "visual_words_mean": 225, "actions_total": 3, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-scope_hold-stationary-m2392068-de_dust2-r20-p04-f003885--train-eval-s0042", "selection_index": 19, "action": "scope_hold", "two_round_media": "images", "seven_round_media": "images", "two_round_latency_seconds": 59.8337, "seven_round_latency_seconds": 128.4284, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.0441, 0.099, 0.1411, 0.08, 0.1104 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 235, 224, 215, 204, 208 ], "environment_word_counts": [ 40, 41, 42, 44, 47 ], "visual_words_total": 1086, "visual_words_mean": 217.2, "actions_total": 5, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 286, 294, 274, 310, 460 ], "environment_word_counts": [ 57, 52, 44, 44, 38 ], "visual_words_total": 1624, "visual_words_mean": 324.8, "actions_total": 4, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-switch-static-m2392763-de_ancient-r06-p01-f000020--infer-s0042", "selection_index": 25, "action": "switch", "two_round_media": "images", "seven_round_media": "images", "two_round_latency_seconds": 46.6172, "seven_round_latency_seconds": 143.6256, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.0876, 0.055, 0.1947, 0.1015, 0.1861 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 190, 236, 280, 267, 190 ], "environment_word_counts": [ 31, 26, 16, 16, 19 ], "visual_words_total": 1163, "visual_words_mean": 232.6, "actions_total": 2, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 231, 216, 347, 186, 281 ], "environment_word_counts": [ 64, 58, 52, 51, 54 ], "visual_words_total": 1261, "visual_words_mean": 252.2, "actions_total": 2, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-action-chain-m2391833-de_ancient-r03-p05-f002000", "selection_index": 200, "action": "action-chain", "two_round_media": "videos", "seven_round_media": "images", "two_round_latency_seconds": 67.9267, "seven_round_latency_seconds": 99.2255, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.211, 0.086, 0.1158, 0.1161, 0.2002 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 183, 358, 273, 325, 332 ], "environment_word_counts": [ 70, 65, 66, 65, 64 ], "visual_words_total": 1471, "visual_words_mean": 294.2, "actions_total": 4, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 199, 197, 200, 182, 305 ], "environment_word_counts": [ 73, 20, 29, 13, 17 ], "visual_words_total": 1083, "visual_words_mean": 216.6, "actions_total": 4, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] }, { "sample_id": "opencs2-action-chain-m2391938-de_ancient-r06-p07-f004052", "selection_index": 201, "action": "action-chain", "two_round_media": "videos", "seven_round_media": "images", "two_round_latency_seconds": 37.7631, "seven_round_latency_seconds": 105.3419, "two_round_trace_count": 2, "seven_round_trace_count": 7, "global_match_two_vs_seven": { "perspective_view": true, "Style": true, "subject_list": false, "environment_detail": false }, "global_match_two_vs_round0": { "perspective_view": true, "Style": true, "subject_list": true, "environment_detail": true }, "visual_similarity_by_segment": [ 0.2576, 0.3013, 0.3435, 0.336, 0.3338 ], "two_round_segments": { "segment_count": 5, "visual_word_counts": [ 246, 214, 211, 214, 200 ], "environment_word_counts": [ 25, 16, 17, 14, 13 ], "visual_words_total": 1085, "visual_words_mean": 217, "actions_total": 3, "move_rows_total": 5, "camera_rows_total": 5 }, "seven_round_segments": { "segment_count": 5, "visual_word_counts": [ 346, 267, 254, 294, 287 ], "environment_word_counts": [ 62, 58, 55, 54, 52 ], "visual_words_total": 1448, "visual_words_mean": 289.6, "actions_total": 3, "move_rows_total": 5, "camera_rows_total": 5 }, "two_round_diagnostics": [], "seven_round_diagnostics": [] } ] }