{ "manifest": { "analysis_version": 2, "profile_version": 1, "generated_at": "reproducible", "letter": "C", "profile": { "letter": "C", "kind": "vlm", "input_source": "frames_perceived", "axes": [ "model", "protocol", "format", "depth", "tracking", "selection", "frames" ], "capabilities": [ "tokens", "latency", "reasoning", "frames", "spatial_code" ], "profile_version": 1 }, "source": "/root/results/C", "protocols": [] }, "cells": { "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "internvl3.5-2b", "protocol": "base", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.4890253411306043, "score_distribution": { "n": 5130, "mean": 0.4890253411306043, "median": 0.5, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.44380709229759996 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.33171521035598706, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.49124700239808156, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.6168141592920354, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5207373271889401, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.4343163538873995, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.4, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.5775445960125918, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.31958762886597936, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5500312304809494, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.4704490584258812, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.4484224965706447, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 15431.230019493178, "median": 13836.0, "min": 8638.0, "p25": 10205.0, "p75": 18914.25, "max": 34976.0, "stdev": 6165.079292285468 }, "output_token_count": { "n": 5130, "mean": 2.9116959064327483, "median": 2.0, "min": 2.0, "p25": 2.0, "p75": 4.0, "max": 6.0, "stdev": 1.2186404185820843 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 0.33331630773711624, "median": 0.31317809596657753, "min": 0.1852127891033888, "p25": 0.2597761694341898, "p75": 0.3866784144192934, "max": 1.2629935797303915, "stdev": 0.10759147639004558 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 1.9116959064327486, "median": 1.0, "min": 1.0, "p25": 1.0, "p75": 3.0, "max": 5.0, "stdev": 1.2186404185820843 }, "answer_raw_chars": { "n": 5130, "mean": 11.91169590643275, "median": 11.0, "min": 11.0, "p25": 11.0, "p75": 13.0, "max": 15.0, "stdev": 1.2186404185820843 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 20397.626315789475, "median": 15905.0, "min": 1475.0, "p25": 5998.0, "p75": 29780.75, "max": 74053.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.0966250460169649, "score_vs_output_token_count": 0.08079686859795218, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.04146567637851123, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": 0.0807968685979522, "score_vs_answer_raw_chars": 0.0807968685979522, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.09790885443638826, "score_vs_rendered_prompt_chars": -0.09790885443638826, "score_vs_spatial_code_bytes": -0.0968323852384085 } } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "internvl3.5-2b", "protocol": "truncated/512", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.48912280701754385, "score_distribution": { "n": 5130, "mean": 0.48912280701754385, "median": 0.5, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.4437677558598428 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.33171521035598706, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.49244604316546764, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.6168141592920354, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5207373271889401, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.4343163538873995, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.4, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.5770199370409234, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.31958762886597936, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5500312304809494, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.4705939159826171, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.448559670781893, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 15431.230019493178, "median": 13836.0, "min": 8638.0, "p25": 10205.0, "p75": 18914.25, "max": 34976.0, "stdev": 6165.079292285468 }, "output_token_count": { "n": 5130, "mean": 2.9120857699805067, "median": 2.0, "min": 2.0, "p25": 2.0, "p75": 4.0, "max": 6.0, "stdev": 1.2191484745409291 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 0.5144569109025144, "median": 0.457622486166656, "min": 0.19208268262445927, "p25": 0.34752134373411536, "p75": 0.6251891320571303, "max": 1.5941866915673018, "stdev": 0.22581009263748605 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 1.9120857699805067, "median": 1.0, "min": 1.0, "p25": 1.0, "p75": 3.0, "max": 5.0, "stdev": 1.2191484745409291 }, "answer_raw_chars": { "n": 5130, "mean": 11.912085769980507, "median": 11.0, "min": 11.0, "p25": 11.0, "p75": 13.0, "max": 15.0, "stdev": 1.2191484745409291 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 20397.626315789475, "median": 15905.0, "min": 1475.0, "p25": 5998.0, "p75": 29780.75, "max": 74053.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.09645565767983169, "score_vs_output_token_count": 0.08158693371164587, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.056380457060083974, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": 0.08158693371164587, "score_vs_answer_raw_chars": 0.08158693371164617, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.09774806224757018, "score_vs_rendered_prompt_chars": -0.09774806224757018, "score_vs_spatial_code_bytes": -0.09667089692116104 } } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "internvl3.5-4b", "protocol": "base", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.5470955165692007, "score_distribution": { "n": 5130, "mean": 0.5470955165692007, "median": 0.7, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.43971350569261924 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.4886731391585761, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.5274580335731415, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.6185840707964602, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5391705069124424, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.4262734584450402, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5185185185185185, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.5366197183098591, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.6296956977964323, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.39690721649484534, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5790755777638976, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.5367938194109126, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.5266117969821673, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 15431.230019493178, "median": 13836.0, "min": 8638.0, "p25": 10205.0, "p75": 18914.25, "max": 34976.0, "stdev": 6165.079292285468 }, "output_token_count": { "n": 5130, "mean": 2.9594541910331382, "median": 2.0, "min": 2.0, "p25": 2.0, "p75": 4.0, "max": 6.0, "stdev": 1.2578911745481873 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 0.5887177390985002, "median": 0.5278764571994543, "min": 0.30578455701470375, "p25": 0.4170356481336057, "p75": 0.6799858626909554, "max": 1.6353458743542433, "stdev": 0.23021215621098828 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 2.0828460038986356, "median": 1.0, "min": 1.0, "p25": 1.0, "p75": 3.0, "max": 11.0, "stdev": 1.508266068409108 }, "answer_raw_chars": { "n": 5130, "mean": 12.083040935672514, "median": 11.0, "min": 11.0, "p25": 11.0, "p75": 13.0, "max": 21.0, "stdev": 1.5083199792994493 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 20397.626315789475, "median": 15905.0, "min": 1475.0, "p25": 5998.0, "p75": 29780.75, "max": 74053.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.033752707655299044, "score_vs_output_token_count": 0.06415284965520758, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.014848092904304121, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": 0.06728770857582816, "score_vs_answer_raw_chars": 0.0671244735162388, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.03483783938163024, "score_vs_rendered_prompt_chars": -0.03483783938163024, "score_vs_spatial_code_bytes": -0.0339400195424815 } } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "internvl3.5-4b", "protocol": "truncated/512", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.5467836257309941, "score_distribution": { "n": 5130, "mean": 0.5467836257309941, "median": 0.7, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.4399728650915609 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.4886731391585761, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.5261390887290168, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.6185840707964602, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5391705069124424, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.4262734584450402, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5185185185185185, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.5366197183098591, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.6291710388247639, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.39690721649484534, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5787008119925047, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.536697247706422, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.5260631001371742, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 15431.230019493178, "median": 13836.0, "min": 8638.0, "p25": 10205.0, "p75": 18914.25, "max": 34976.0, "stdev": 6165.079292285468 }, "output_token_count": { "n": 5130, "mean": 2.9594541910331382, "median": 2.0, "min": 2.0, "p25": 2.0, "p75": 4.0, "max": 6.0, "stdev": 1.257581141671376 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 0.9963204960405943, "median": 0.8885600483044982, "min": 0.3346193414181471, "p25": 0.6883278978057206, "p75": 1.2012370135635138, "max": 2.9322611279785633, "stdev": 0.43790006855855135 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 2.0828460038986356, "median": 1.0, "min": 1.0, "p25": 1.0, "p75": 3.0, "max": 11.0, "stdev": 1.507490263901581 }, "answer_raw_chars": { "n": 5130, "mean": 12.083040935672514, "median": 11.0, "min": 11.0, "p25": 11.0, "p75": 13.0, "max": 21.0, "stdev": 1.5075442025352628 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 20397.626315789475, "median": 15905.0, "min": 1475.0, "p25": 5998.0, "p75": 29780.75, "max": 74053.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.03351873550705398, "score_vs_output_token_count": 0.06347370338601017, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.019474277267732126, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": 0.06732161658747042, "score_vs_answer_raw_chars": 0.06715848161249206, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.0346135919745329, "score_vs_rendered_prompt_chars": -0.0346135919745329, "score_vs_spatial_code_bytes": -0.03371854527211814 } } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "qwen3.5-2b", "protocol": "base", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.3352046783625731, "score_distribution": { "n": 5130, "mean": 0.3352046783625731, "median": 0.0, "min": 0.0, "p25": 0.0, "p75": 0.8, "max": 1.0, "stdev": 0.4115040094967257 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.012944983818770227, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.5038369304556355, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.44601769911504424, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.2903225806451613, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.10991957104557641, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.11904761904761904, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.1323943661971831, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.5921301154249737, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.2422680412371134, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.45053091817613994, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.29295026557218734, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.2685871056241427, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 17456.517348927875, "median": 15735.0, "min": 10046.0, "p25": 11787.0, "p75": 21249.5, "max": 38602.0, "stdev": 6676.991692973405 }, "output_token_count": { "n": 5130, "mean": 9.035672514619883, "median": 7.0, "min": 4.0, "p25": 5.0, "p75": 16.0, "max": 16.0, "stdev": 5.168452527263762 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 1.7092579654971642, "median": 1.557162075303495, "min": 0.9742505624890327, "p25": 1.2456504213623703, "p75": 2.0160291395150125, "max": 4.083529366180301, "stdev": 0.5754577070949037 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 30.173489278752438, "median": 4.0, "min": 1.0, "p25": 2.0, "p75": 80.0, "max": 100.0, "stdev": 38.500054045944324 }, "answer_raw_chars": { "n": 5130, "mean": 45.860623781676416, "median": 28.0, "min": 25.0, "p25": 26.0, "p75": 80.0, "max": 100.0, "stdev": 27.193297037747627 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 21344.626315789475, "median": 16852.0, "min": 2422.0, "p25": 6945.0, "p75": 30727.75, "max": 75000.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0.34639376218323586, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.2100890697154721, "score_vs_output_token_count": -0.563689817597127, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.32856604937331835, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": -0.586480283013327, "score_vs_answer_raw_chars": -0.5812709343095045, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.21167166076088118, "score_vs_rendered_prompt_chars": -0.21167166076088118, "score_vs_spatial_code_bytes": -0.2093691860595335 } } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "qwen3.5-2b", "protocol": "truncated/512", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.33522417153996104, "score_distribution": { "n": 5130, "mean": 0.33522417153996104, "median": 0.0, "min": 0.0, "p25": 0.0, "p75": 0.8, "max": 1.0, "stdev": 0.4115141858686413 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.012944983818770227, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.503956834532374, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.44601769911504424, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.2903225806451613, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.10991957104557641, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.11904761904761904, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.1323943661971831, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.5921301154249737, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.2422680412371134, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.45053091817613994, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.29295026557218734, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.2686556927297668, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 17456.517348927875, "median": 15735.0, "min": 10046.0, "p25": 11787.0, "p75": 21249.5, "max": 38602.0, "stdev": 6676.991692973405 }, "output_token_count": { "n": 5130, "mean": 104.50545808966862, "median": 7.0, "min": 4.0, "p25": 5.0, "p75": 196.0, "max": 512.0, "stdev": 153.90365627791107 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 4.899042637277663, "median": 2.1405656468123198, "min": 1.0275178104639053, "p25": 1.4596181232482195, "p75": 7.5635810499079525, "max": 34.10534531250596, "stdev": 5.143261488381693 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 363.5783625730994, "median": 4.0, "min": 1.0, "p25": 2.0, "p75": 708.0, "max": 2199.0, "stdev": 557.0889047245996 }, "answer_raw_chars": { "n": 5130, "mean": 386.5768031189084, "median": 28.0, "min": 25.0, "p25": 26.0, "p75": 732.0, "max": 2199.0, "stdev": 554.6849439652403 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 21344.626315789475, "median": 16852.0, "min": 2422.0, "p25": 6945.0, "p75": 30727.75, "max": 75000.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0.042105263157894736, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.21001245880030775, "score_vs_output_token_count": -0.5243499389782691, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.49411128901343576, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": -0.5281537383314847, "score_vs_answer_raw_chars": -0.528971535868214, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.21159654341133347, "score_vs_rendered_prompt_chars": -0.21159654341133347, "score_vs_spatial_code_bytes": -0.20929390297706196 } } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "qwen3.5-4b", "protocol": "base", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.4761598440545809, "score_distribution": { "n": 5130, "mean": 0.4761598440545809, "median": 0.5, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.4415304982873702 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.1650485436893204, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.5363309352517985, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.4456637168141593, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5576036866359447, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.3646112600536193, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5476190476190477, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.4788732394366197, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.6238195173137461, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.29896907216494845, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5637101811367895, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.45494929985514243, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.4101508916323731, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 17456.517348927875, "median": 15735.0, "min": 10046.0, "p25": 11787.0, "p75": 21249.5, "max": 38602.0, "stdev": 6676.991692973405 }, "output_token_count": { "n": 5130, "mean": 6.333528265107213, "median": 5.0, "min": 4.0, "p25": 4.0, "p75": 7.0, "max": 16.0, "stdev": 3.6594752683009366 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 2.347386550750823, "median": 2.034587317146361, "min": 1.2880862019956112, "p25": 1.6012372733093798, "p75": 2.9085748214274645, "max": 5.625858906656504, "stdev": 0.9008930302027428 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 10.77524366471735, "median": 2.0, "min": 1.0, "p25": 1.0, "p75": 4.0, "max": 98.0, "stdev": 23.76546650736354 }, "answer_raw_chars": { "n": 5130, "mean": 32.0719298245614, "median": 26.0, "min": 25.0, "p25": 25.0, "p75": 28.0, "max": 98.0, "stdev": 16.321291912136523 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 21344.626315789475, "median": 16852.0, "min": 2422.0, "p25": 6945.0, "p75": 30727.75, "max": 75000.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0.11267056530214425, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.16258431496513442, "score_vs_output_token_count": -0.34139164144533246, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.2082464270845839, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": -0.3784628881230379, "score_vs_answer_raw_chars": -0.3724241507162555, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.16407229301261259, "score_vs_rendered_prompt_chars": -0.16407229301261259, "score_vs_spatial_code_bytes": -0.1628427230947867 } } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "identity": { "depth": "metric", "format": "explicit", "frames": "32", "harness": "C", "model": "qwen3.5-4b", "protocol": "truncated/512", "selection": "uniform", "tracking": "tracking" }, "summary": { "questions": 5130, "unique_question_ids": 5130, "scenes": 288, "mean_score": 0.4761598440545809, "score_distribution": { "n": 5130, "mean": 0.4761598440545809, "median": 0.5, "min": 0.0, "p25": 0.0, "p75": 1.0, "max": 1.0, "stdev": 0.44153932974207494 }, "question_types": { "obj_appearance_order": { "count": 618, "mean_score": 0.1650485436893204, "scenes": 32 }, "object_abs_distance": { "count": 834, "mean_score": 0.5363309352517985, "scenes": 221 }, "object_counting": { "count": 565, "mean_score": 0.4456637168141593, "scenes": 202 }, "object_rel_direction_easy": { "count": 217, "mean_score": 0.5576036866359447, "scenes": 76 }, "object_rel_direction_hard": { "count": 373, "mean_score": 0.3646112600536193, "scenes": 105 }, "object_rel_direction_medium": { "count": 378, "mean_score": 0.5476190476190477, "scenes": 107 }, "object_rel_distance": { "count": 710, "mean_score": 0.4788732394366197, "scenes": 110 }, "object_size_estimation": { "count": 953, "mean_score": 0.6238195173137461, "scenes": 278 }, "room_size_estimation": { "count": 288, "mean_score": 0.6427083333333333, "scenes": 288 }, "route_planning": { "count": 194, "mean_score": 0.29896907216494845, "scenes": 194 } }, "datasets": { "arkitscenes": { "count": 1601, "mean_score": 0.5636477201748907, "scenes": 150 }, "scannet": { "count": 2071, "mean_score": 0.45494929985514243, "scenes": 88 }, "scannetpp": { "count": 1458, "mean_score": 0.41021947873799725, "scenes": 50 } }, "numeric": { "input_token_count": { "n": 5130, "mean": 17456.517348927875, "median": 15735.0, "min": 10046.0, "p25": 11787.0, "p75": 21249.5, "max": 38602.0, "stdev": 6676.991692973405 }, "output_token_count": { "n": 5130, "mean": 34.830994152046785, "median": 5.0, "min": 4.0, "p25": 4.0, "p75": 7.0, "max": 512.0, "stdev": 98.6204831770383 }, "reasoning_token_count": null, "generation_seconds": { "n": 5130, "mean": 4.1465332603949845, "median": 2.6484978683292866, "min": 1.3655788358300924, "p25": 2.211655511520803, "p75": 3.7539106025360525, "max": 41.676544500514865, "stdev": 4.494003390320065 }, "forced_input_token_count": null }, "text_lengths": { "answer_given_chars": { "n": 5130, "mean": 110.27270955165692, "median": 2.0, "min": 1.0, "p25": 1.0, "p75": 4.0, "max": 2181.0, "stdev": 358.6785449287272 }, "answer_raw_chars": { "n": 5130, "mean": 133.61617933723196, "median": 26.0, "min": 25.0, "p25": 25.0, "p75": 28.0, "max": 2181.0, "stdev": 355.5354095218741 }, "reasoning_text_chars": null, "full_prompt_chars": { "n": 5130, "mean": 19620.626315789475, "median": 15128.0, "min": 698.0, "p25": 5221.0, "p75": 29003.75, "max": 73276.0, "stdev": 16927.850541244286 }, "rendered_prompt_chars": { "n": 5130, "mean": 21344.626315789475, "median": 16852.0, "min": 2422.0, "p25": 6945.0, "p75": 30727.75, "max": 75000.0, "stdev": 16927.850541244286 } }, "rates": { "hit_token_limit": 0.027485380116959064, "reasoning_hit_limit": 0, "forced": 0, "scored": 1.0 }, "spatial_codes": { "records_with_path": 5130, "unique_paths": 288, "readable_file_bytes": { "n": 5130, "mean": 21103.867056530213, "median": 16596.0, "min": 2272.0, "p25": 6754.0, "p75": 30546.75, "max": 74570.0, "stdev": 16903.65719726031 } }, "relationships": { "score_vs_input_token_count": -0.16249582443544888, "score_vs_output_token_count": -0.32434995003055395, "score_vs_reasoning_token_count": null, "score_vs_generation_seconds": -0.3183273002769489, "score_vs_forced_input_token_count": null, "score_vs_answer_given_chars": -0.3242917429398933, "score_vs_answer_raw_chars": -0.3251668932948821, "score_vs_reasoning_text_chars": null, "score_vs_full_prompt_chars": -0.16398306020448605, "score_vs_rendered_prompt_chars": -0.16398306020448605, "score_vs_spatial_code_bytes": -0.16275345978135508 } } } }, "within_harness_comparisons": { "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "protocol", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 9.746588693957115e-05, "score_delta_distribution": { "n": 5130, "mean": 9.746588693957115e-05, "median": 0.0, "min": -0.5, "p25": 0.0, "p75": 0.0, "max": 0.7, "stdev": 0.012252233629242588 }, "wins_y": 4, "ties": 5125, "wins_x": 1, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.0002180232558139535, "ci_high": 0.0004931939238508582, "p_value": 0.608 }, "solved_overlap": { "x": 1629, "y": 1629, "both": 1629, "only_x": 0, "only_y": 0, "jaccard": 1.0 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.0 }, "object_abs_distance": { "count": 834, "mean_delta": 0.001199040767386091 }, "object_counting": { "count": 565, "mean_delta": 0.0 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.0 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.0 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0 }, "object_rel_distance": { "count": 710, "mean_delta": 0.0 }, "object_size_estimation": { "count": 953, "mean_delta": -0.0005246589716684155 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.0 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.0 }, "scannet": { "count": 2071, "mean_delta": 0.00014485755673587642 }, "scannetpp": { "count": 1458, "mean_delta": 0.0001371742112482853 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 0.0003898635477582846, "median": 0.0, "min": -1, "p25": 0.0, "p75": 0.0, "max": 1, "stdev": 0.027923593886113034 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 0.1811406031653982, "median": 0.1710991347208619, "min": -0.07906117662787437, "p25": 0.048957440070807934, "p75": 0.2655973341315985, "max": 0.7449180223047733, "stdev": 0.15002775705265933 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 0.058070175438596494, "score_delta_distribution": { "n": 5130, "mean": 0.058070175438596494, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.4569198663116198 }, "wins_y": 921, "ties": 3634, "wins_x": 575, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": 0.04138073584125672, "ci_high": 0.0721559551361937, "p_value": 0.001 }, "solved_overlap": { "x": 1629, "y": 1867, "both": 1207, "only_x": 422, "only_y": 660, "jaccard": 0.527304499781564 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.156957928802589 }, "object_abs_distance": { "count": 834, "mean_delta": 0.03621103117505995 }, "object_counting": { "count": 565, "mean_delta": 0.0017699115044247792 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.018433179723502304 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.00804289544235925 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.018518518518518517 }, "object_rel_distance": { "count": 710, "mean_delta": 0.13661971830985917 }, "object_size_estimation": { "count": 953, "mean_delta": 0.052151101783840505 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.07731958762886598 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.029044347282948156 }, "scannet": { "count": 2071, "mean_delta": 0.06634476098503139 }, "scannetpp": { "count": 1458, "mean_delta": 0.07818930041152264 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 0.04775828460038986, "median": 0.0, "min": -2, "p25": 0.0, "p75": 0.0, "max": 2, "stdev": 0.3308117067358602 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 0.255401431361384, "median": 0.21007983293384314, "min": -0.04572204500436783, "p25": 0.1554838726297021, "p75": 0.31050992012023926, "max": 0.8022802341729403, "stdev": 0.1361342919381226 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.1538206627680312, "score_delta_distribution": { "n": 5130, "mean": -0.1538206627680312, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.48479113435384585 }, "wins_y": 470, "ties": 3378, "wins_x": 1282, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.16952813067150635, "ci_high": -0.1366493236212279, "p_value": 0.001 }, "solved_overlap": { "x": 1629, "y": 811, "both": 564, "only_x": 1065, "only_y": 247, "jaccard": 0.3006396588486141 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.3187702265372168 }, "object_abs_distance": { "count": 834, "mean_delta": 0.012589928057553957 }, "object_counting": { "count": 565, "mean_delta": -0.17079646017699116 }, "object_rel_direction_easy": { "count": 217, "mean_delta": -0.2304147465437788 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.32439678284182305 }, "object_rel_direction_medium": { "count": 378, "mean_delta": -0.38095238095238093 }, "object_rel_distance": { "count": 710, "mean_delta": -0.2676056338028169 }, "object_size_estimation": { "count": 953, "mean_delta": 0.014585519412381951 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.07731958762886598 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.09950031230480949 }, "scannet": { "count": 2071, "mean_delta": -0.17749879285369388 }, "scannetpp": { "count": 1458, "mean_delta": -0.17983539094650206 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 6.123976608187134, "median": 2.0, "min": 0, "p25": 2.0, "p75": 14.0, "max": 14, "stdev": 5.742256832157199 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 1.375941657760048, "median": 1.2513812435790896, "min": 0.6591178998351097, "p25": 0.9602890075184405, "p75": 1.6715018902905285, "max": 3.390497473999858, "stdev": 0.49606221274249834 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.012865497076023392, "score_delta_distribution": { "n": 5130, "mean": -0.012865497076023392, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.5064163999410579 }, "wins_y": 832, "ties": 3424, "wins_x": 874, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.03169443315725315, "ci_high": 0.004571640958929567, "p_value": 0.166 }, "solved_overlap": { "x": 1629, "y": 1496, "both": 910, "only_x": 719, "only_y": 586, "jaccard": 0.4108352144469526 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.16666666666666666 }, "object_abs_distance": { "count": 834, "mean_delta": 0.04508393285371703 }, "object_counting": { "count": 565, "mean_delta": -0.1711504424778761 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.03686635944700461 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.06970509383378017 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.047619047619047616 }, "object_rel_distance": { "count": 710, "mean_delta": 0.07887323943661972 }, "object_size_estimation": { "count": 953, "mean_delta": 0.04627492130115425 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.020618556701030927 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.0136789506558401 }, "scannet": { "count": 2071, "mean_delta": -0.015499758570738775 }, "scannetpp": { "count": 1458, "mean_delta": -0.03827160493827161 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 3.421832358674464, "median": 2.0, "min": 0, "p25": 2.0, "p75": 2.0, "max": 14, "stdev": 3.799856201315807 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 2.0140702430137067, "median": 1.7244239635765553, "min": 1.037888839840889, "p25": 1.3288714699447155, "p75": 2.5172225437127054, "max": 4.935213824734092, "stdev": 0.816652498252573 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 0.057660818713450294, "score_delta_distribution": { "n": 5130, "mean": 0.057660818713450294, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.4569951809412239 }, "wins_y": 919, "ties": 3633, "wins_x": 578, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": 0.040863993385696566, "ci_high": 0.07169097784981092, "p_value": 0.001 }, "solved_overlap": { "x": 1629, "y": 1866, "both": 1207, "only_x": 422, "only_y": 659, "jaccard": 0.527534965034965 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.156957928802589 }, "object_abs_distance": { "count": 834, "mean_delta": 0.033693045563549164 }, "object_counting": { "count": 565, "mean_delta": 0.0017699115044247792 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.018433179723502304 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.00804289544235925 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.018518518518518517 }, "object_rel_distance": { "count": 710, "mean_delta": 0.13661971830985917 }, "object_size_estimation": { "count": 953, "mean_delta": 0.052151101783840505 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.07731958762886598 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.028669581511555277 }, "scannet": { "count": 2071, "mean_delta": 0.06610333172380492 }, "scannetpp": { "count": 1458, "mean_delta": 0.0775034293552812 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 0.04736842105263158, "median": 0.0, "min": -2, "p25": 0.0, "p75": 0.0, "max": 2, "stdev": 0.33145651078014376 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 0.4818635851380798, "median": 0.43360782600939274, "min": -0.1260906383395195, "p25": 0.27408071933314204, "p75": 0.6412822366692126, "max": 2.058349695056677, "stdev": 0.29646761020352946 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.15389863547758284, "score_delta_distribution": { "n": 5130, "mean": -0.15389863547758284, "median": 0.0, "min": -1.0, "p25": -0.07499999999999998, "p75": 0.0, "max": 1.0, "stdev": 0.48473822811226625 }, "wins_y": 470, "ties": 3377, "wins_x": 1283, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.16960072595281306, "ci_high": -0.13684751335799425, "p_value": 0.001 }, "solved_overlap": { "x": 1629, "y": 811, "both": 564, "only_x": 1065, "only_y": 247, "jaccard": 0.3006396588486141 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.3187702265372168 }, "object_abs_distance": { "count": 834, "mean_delta": 0.011510791366906475 }, "object_counting": { "count": 565, "mean_delta": -0.17079646017699116 }, "object_rel_direction_easy": { "count": 217, "mean_delta": -0.2304147465437788 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.32439678284182305 }, "object_rel_direction_medium": { "count": 378, "mean_delta": -0.38095238095238093 }, "object_rel_distance": { "count": 710, "mean_delta": -0.2676056338028169 }, "object_size_estimation": { "count": 953, "mean_delta": 0.015110178384050368 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.07731958762886598 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.09950031230480949 }, "scannet": { "count": 2071, "mean_delta": -0.17764365041042973 }, "scannetpp": { "count": 1458, "mean_delta": -0.1799039780521262 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 101.59337231968811, "median": 2.0, "min": 0, "p25": 2.0, "p75": 194.0, "max": 510, "stdev": 154.4887907395114 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 4.384585726375149, "median": 1.5799233643338084, "min": 0.5521471463143826, "p25": 1.0482970159500837, "p75": 7.042563188355416, "max": 33.152138048782945, "stdev": 5.103247178425557 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.012962962962962963, "score_delta_distribution": { "n": 5130, "mean": -0.012962962962962963, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.5064119889446567 }, "wins_y": 832, "ties": 3422, "wins_x": 876, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.03176923076923077, "ci_high": 0.0044552450384771165, "p_value": 0.162 }, "solved_overlap": { "x": 1629, "y": 1496, "both": 910, "only_x": 719, "only_y": 586, "jaccard": 0.4108352144469526 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.16666666666666666 }, "object_abs_distance": { "count": 834, "mean_delta": 0.04388489208633094 }, "object_counting": { "count": 565, "mean_delta": -0.1711504424778761 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.03686635944700461 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.06970509383378017 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.047619047619047616 }, "object_rel_distance": { "count": 710, "mean_delta": 0.07887323943661972 }, "object_size_estimation": { "count": 953, "mean_delta": 0.04679958027282267 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.020618556701030927 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.013616489693941285 }, "scannet": { "count": 2071, "mean_delta": -0.01564461612747465 }, "scannetpp": { "count": 1458, "mean_delta": -0.03834019204389575 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 31.918908382066277, "median": 2.0, "min": 0, "p25": 2.0, "p75": 2.0, "max": 510, "stdev": 98.88904261960305 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 3.6320763494924697, "median": 2.237110267393291, "min": 0.9419826827943325, "p25": 1.7998867565765977, "p75": 3.1208075643517077, "max": 40.70555009879172, "stdev": 4.427611424712679 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "protocol", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.00031189083820662764, "score_delta_distribution": { "n": 5130, "mean": -0.00031189083820662764, "median": 0.0, "min": -0.7, "p25": 0.0, "p75": 0.0, "max": 0.30000000000000004, "stdev": 0.01464136137084755 }, "wins_y": 4, "ties": 5117, "wins_x": 9, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.0007374345041723267, "ci_high": 4.011231448054557e-05, "p_value": 0.112 }, "solved_overlap": { "x": 1867, "y": 1866, "both": 1866, "only_x": 1, "only_y": 0, "jaccard": 0.9994643813604713 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.0 }, "object_abs_distance": { "count": 834, "mean_delta": -0.0013189448441247 }, "object_counting": { "count": 565, "mean_delta": 0.0 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.0 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.0 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0 }, "object_rel_distance": { "count": 710, "mean_delta": 0.0 }, "object_size_estimation": { "count": 953, "mean_delta": -0.0005246589716684153 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.0 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.00037476577139287936 }, "scannet": { "count": 2071, "mean_delta": -9.657170449058423e-05 }, "scannetpp": { "count": 1458, "mean_delta": -0.0005486968449931412 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": -1, "p25": 0.0, "p75": 0.0, "max": 1, "stdev": 0.04415538242209538 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 0.4076027569420941, "median": 0.3698982931673527, "min": -0.056863730773329735, "p25": 0.2383718006312847, "p75": 0.5215127528645098, "max": 1.3259164225310087, "stdev": 0.238412028744682 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.21189083820662769, "score_delta_distribution": { "n": 5130, "mean": -0.21189083820662769, "median": 0.0, "min": -1.0, "p25": -0.4, "p75": 0.0, "max": 1.0, "stdev": 0.46297390318472864 }, "wins_y": 241, "ties": 3483, "wins_x": 1406, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.23212285456187895, "ci_high": -0.19028799663653564, "p_value": 0.001 }, "solved_overlap": { "x": 1867, "y": 811, "both": 673, "only_x": 1194, "only_y": 138, "jaccard": 0.33566084788029926 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.47572815533980584 }, "object_abs_distance": { "count": 834, "mean_delta": -0.023621103117505995 }, "object_counting": { "count": 565, "mean_delta": -0.17256637168141592 }, "object_rel_direction_easy": { "count": 217, "mean_delta": -0.2488479262672811 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.3163538873994638 }, "object_rel_direction_medium": { "count": 378, "mean_delta": -0.3994708994708995 }, "object_rel_distance": { "count": 710, "mean_delta": -0.4042253521126761 }, "object_size_estimation": { "count": 953, "mean_delta": -0.03756558237145855 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.15463917525773196 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.12854465958775765 }, "scannet": { "count": 2071, "mean_delta": -0.24384355383872525 }, "scannetpp": { "count": 1458, "mean_delta": -0.2580246913580247 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 6.076218323586745, "median": 2.0, "min": -1, "p25": 2.0, "p75": 14.0, "max": 14, "stdev": 5.777798834782582 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 1.1205402263986641, "median": 1.0267377570271492, "min": 0.5022732131183147, "p25": 0.7988520809449255, "p75": 1.37281504413113, "max": 2.6222781278192997, "stdev": 0.3797223927388072 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.07093567251461988, "score_delta_distribution": { "n": 5130, "mean": -0.07093567251461988, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.47038157286695653 }, "wins_y": 524, "ties": 3679, "wins_x": 927, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.09054866591506952, "ci_high": -0.051159327802595196, "p_value": 0.001 }, "solved_overlap": { "x": 1867, "y": 1496, "both": 1090, "only_x": 777, "only_y": 406, "jaccard": 0.47954245490541136 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.32362459546925565 }, "object_abs_distance": { "count": 834, "mean_delta": 0.008872901678657074 }, "object_counting": { "count": 565, "mean_delta": -0.17292035398230088 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.018433179723502304 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.06166219839142091 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0291005291005291 }, "object_rel_distance": { "count": 710, "mean_delta": -0.057746478873239436 }, "object_size_estimation": { "count": 953, "mean_delta": -0.005876180482686254 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.0979381443298969 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.015365396627108058 }, "scannet": { "count": 2071, "mean_delta": -0.08184451955577016 }, "scannetpp": { "count": 1458, "mean_delta": -0.11646090534979424 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 3.3740740740740742, "median": 2.0, "min": -1, "p25": 2.0, "p75": 2.0, "max": 14, "stdev": 3.8181808420823877 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 1.7586688116523228, "median": 1.5177292013540864, "min": 0.8752807192504406, "p25": 1.178660766221583, "p75": 2.1925675640814006, "max": 4.172307627275586, "stdev": 0.6877738971860295 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.21155945419103314, "score_delta_distribution": { "n": 5130, "mean": -0.21155945419103314, "median": 0.0, "min": -1.0, "p25": -0.4, "p75": 0.0, "max": 1.0, "stdev": 0.46323700308881005 }, "wins_y": 240, "ties": 3485, "wins_x": 1405, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.23210478771454382, "ci_high": -0.1898608728797408, "p_value": 0.001 }, "solved_overlap": { "x": 1866, "y": 811, "both": 673, "only_x": 1193, "only_y": 138, "jaccard": 0.33582834331337325 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.47572815533980584 }, "object_abs_distance": { "count": 834, "mean_delta": -0.022182254196642687 }, "object_counting": { "count": 565, "mean_delta": -0.17256637168141592 }, "object_rel_direction_easy": { "count": 217, "mean_delta": -0.2488479262672811 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.3163538873994638 }, "object_rel_direction_medium": { "count": 378, "mean_delta": -0.3994708994708995 }, "object_rel_distance": { "count": 710, "mean_delta": -0.4042253521126761 }, "object_size_estimation": { "count": 953, "mean_delta": -0.037040923399790135 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.15463917525773196 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.12816989381636476 }, "scannet": { "count": 2071, "mean_delta": -0.24374698213423468 }, "scannetpp": { "count": 1458, "mean_delta": -0.2574074074074074 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 101.54600389863548, "median": 2.0, "min": -1, "p25": 2.0, "p75": 194.0, "max": 510, "stdev": 154.51938054289909 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 3.902722141237069, "median": 1.0587923442944884, "min": 0.19204565696418285, "p25": 0.7478989139199257, "p75": 6.356491630896926, "max": 32.688011871650815, "stdev": 5.034326409078598 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": -0.07062378167641326, "score_delta_distribution": { "n": 5130, "mean": -0.07062378167641326, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.4703580488018172 }, "wins_y": 525, "ties": 3682, "wins_x": 923, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -0.09002803364036845, "ci_high": -0.05089974293059126, "p_value": 0.001 }, "solved_overlap": { "x": 1866, "y": 1496, "both": 1090, "only_x": 776, "only_y": 406, "jaccard": 0.47975352112676056 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": -0.32362459546925565 }, "object_abs_distance": { "count": 834, "mean_delta": 0.010191846522781774 }, "object_counting": { "count": 565, "mean_delta": -0.17292035398230088 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.018433179723502304 }, "object_rel_direction_hard": { "count": 373, "mean_delta": -0.06166219839142091 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0291005291005291 }, "object_rel_distance": { "count": 710, "mean_delta": -0.057746478873239436 }, "object_size_estimation": { "count": 953, "mean_delta": -0.005351521511017839 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": -0.0979381443298969 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -0.015053091817613991 }, "scannet": { "count": 2071, "mean_delta": -0.08174794785127958 }, "scannetpp": { "count": 1458, "mean_delta": -0.11584362139917695 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 2025.2873294346978, "median": 1898.0, "min": 1408, "p25": 1581.0, "p75": 2345.0, "max": 3626, "stdev": 513.1594771143889 }, "output_token_count_delta": { "n": 5130, "mean": 31.871539961013646, "median": 2.0, "min": -1, "p25": 2.0, "p75": 2.0, "max": 510, "stdev": 98.90338900051678 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 3.15021276435439, "median": 1.8102188855409622, "min": 0.7116055898368359, "p25": 1.5189274186268449, "p75": 2.491231027059257, "max": 39.41315549239516, "stdev": 4.316061445838302 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "protocol", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 1.9493177387914224e-05, "score_delta_distribution": { "n": 5130, "mean": 1.9493177387914224e-05, "median": 0.0, "min": 0.0, "p25": 0.0, "p75": 0.0, "max": 0.09999999999999998, "stdev": 0.0013961796943056514 }, "wins_y": 1, "ties": 5129, "wins_x": 0, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": 0.0, "ci_high": 6.200909466721784e-05, "p_value": 0.724 }, "solved_overlap": { "x": 811, "y": 811, "both": 811, "only_x": 0, "only_y": 0, "jaccard": 1.0 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.0 }, "object_abs_distance": { "count": 834, "mean_delta": 0.00011990407673860909 }, "object_counting": { "count": 565, "mean_delta": 0.0 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.0 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.0 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0 }, "object_rel_distance": { "count": 710, "mean_delta": 0.0 }, "object_size_estimation": { "count": 953, "mean_delta": 0.0 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.0 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.0 }, "scannet": { "count": 2071, "mean_delta": 0.0 }, "scannetpp": { "count": 1458, "mean_delta": 6.858710562414265e-05 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 95.46978557504873, "median": 0.0, "min": 0, "p25": 0.0, "p75": 180.0, "max": 496, "stdev": 149.43091228607713 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 3.189784671780499, "median": 0.4712224882096052, "min": -0.2511692941188812, "p25": 0.2254342632368207, "p75": 5.391907399520278, "max": 31.613307194784284, "stdev": 4.840265712543688 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 0.1409551656920078, "score_delta_distribution": { "n": 5130, "mean": 0.1409551656920078, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.4210083893336075 }, "wins_y": 982, "ties": 3914, "wins_x": 234, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": 0.12451201972467639, "ci_high": 0.1566501524390244, "p_value": 0.001 }, "solved_overlap": { "x": 811, "y": 1496, "both": 658, "only_x": 153, "only_y": 838, "jaccard": 0.39902971497877504 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.15210355987055016 }, "object_abs_distance": { "count": 834, "mean_delta": 0.03249400479616307 }, "object_counting": { "count": 565, "mean_delta": -0.00035398230088495576 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.2672811059907834 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.2546916890080429 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.42857142857142855 }, "object_rel_distance": { "count": 710, "mean_delta": 0.3464788732394366 }, "object_size_estimation": { "count": 953, "mean_delta": 0.0316894018887723 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.05670103092783505 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.11317926296064959 }, "scannet": { "count": 2071, "mean_delta": 0.1619990342829551 }, "scannetpp": { "count": 1458, "mean_delta": 0.14156378600823044 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": -2.7021442495126706, "median": 0.0, "min": -12, "p25": 0.0, "p75": 0.0, "max": 12, "stdev": 5.179915251688247 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 0.6381285852536588, "median": 0.5388144860044122, "min": -0.609336631372571, "p25": 0.36167227011173964, "p75": 0.9525929926894605, "max": 2.097216596826911, "stdev": 0.41560332538932865 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "model", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 0.1409356725146199, "score_delta_distribution": { "n": 5130, "mean": 0.1409356725146199, "median": 0.0, "min": -1.0, "p25": 0.0, "p75": 0.0, "max": 1.0, "stdev": 0.4210357552380938 }, "wins_y": 982, "ties": 3913, "wins_x": 235, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": 0.1244824120603015, "ci_high": 0.1566310975609756, "p_value": 0.001 }, "solved_overlap": { "x": 811, "y": 1496, "both": 658, "only_x": 153, "only_y": 838, "jaccard": 0.39902971497877504 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.15210355987055016 }, "object_abs_distance": { "count": 834, "mean_delta": 0.03237410071942446 }, "object_counting": { "count": 565, "mean_delta": -0.00035398230088495576 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.2672811059907834 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.2546916890080429 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.42857142857142855 }, "object_rel_distance": { "count": 710, "mean_delta": 0.3464788732394366 }, "object_size_estimation": { "count": 953, "mean_delta": 0.0316894018887723 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.05670103092783505 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": 0.11311680199875078 }, "scannet": { "count": 2071, "mean_delta": 0.1619990342829551 }, "scannetpp": { "count": 1458, "mean_delta": 0.14156378600823044 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": -69.67446393762184, "median": 0.0, "min": -508, "p25": -125.0, "p75": 0.0, "max": 508, "stdev": 161.1645281641864 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": -0.7525093768826789, "median": 0.782940630801022, "min": -31.48287414573133, "p25": -0.9970583496615291, "p75": 1.1688269241712987, "max": 33.30174352414906, "stdev": 5.757053094894622 }, "forced_input_token_count_delta": null } }, "C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking -> C/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking": { "varied_axis": "protocol", "common_questions": 5130, "x_full_questions": 5130, "y_full_questions": 5130, "mean_score_delta_y_minus_x": 0.0, "score_delta_distribution": { "n": 5130, "mean": 0.0, "median": 0.0, "min": -0.09999999999999998, "p25": 0.0, "p75": 0.0, "max": 0.09999999999999998, "stdev": 0.001974688733366091 }, "wins_y": 1, "ties": 5128, "wins_x": 1, "scene_clustered_bootstrap": { "scenes": 288, "iterations": 1000, "seed": 0, "confidence": 0.95, "ci_low": -5.7175528873642065e-05, "ci_high": 5.778120184899845e-05, "p_value": 1.0 }, "solved_overlap": { "x": 1496, "y": 1496, "both": 1496, "only_x": 0, "only_y": 0, "jaccard": 1.0 }, "by_question_type": { "obj_appearance_order": { "count": 618, "mean_delta": 0.0 }, "object_abs_distance": { "count": 834, "mean_delta": 0.0 }, "object_counting": { "count": 565, "mean_delta": 0.0 }, "object_rel_direction_easy": { "count": 217, "mean_delta": 0.0 }, "object_rel_direction_hard": { "count": 373, "mean_delta": 0.0 }, "object_rel_direction_medium": { "count": 378, "mean_delta": 0.0 }, "object_rel_distance": { "count": 710, "mean_delta": 0.0 }, "object_size_estimation": { "count": 953, "mean_delta": 0.0 }, "room_size_estimation": { "count": 288, "mean_delta": 0.0 }, "route_planning": { "count": 194, "mean_delta": 0.0 } }, "by_dataset": { "arkitscenes": { "count": 1601, "mean_delta": -6.246096189881323e-05 }, "scannet": { "count": 2071, "mean_delta": 0.0 }, "scannetpp": { "count": 1458, "mean_delta": 6.858710562414265e-05 } }, "telemetry_deltas": { "input_token_count_delta": { "n": 5130, "mean": 0, "median": 0.0, "min": 0, "p25": 0.0, "p75": 0.0, "max": 0, "stdev": 0.0 }, "output_token_count_delta": { "n": 5130, "mean": 28.497465886939572, "median": 0.0, "min": -1, "p25": 0.0, "p75": 0.0, "max": 496, "stdev": 95.71609257417211 }, "reasoning_token_count_delta": null, "generation_seconds_delta": { "n": 5130, "mean": 1.7991467096441613, "median": 0.7083312692120671, "min": -0.281732264906168, "p25": 0.5307712163776159, "p75": 0.9146678512915969, "max": 36.37498728558421, "stdev": 4.020190334602776 }, "forced_input_token_count_delta": null } } }, "integrity_warnings": [] }