workspace / reports /B_report.json
AntonioJun's picture
Add files using upload-large-folder tool
092603a verified
Raw
History Blame Contribute Delete
90.4 kB
{
"manifest": {
"analysis_version": 2,
"profile_version": 1,
"generated_at": "reproducible",
"letter": "B",
"profile": {
"letter": "B",
"kind": "vlm",
"input_source": "perceived",
"axes": [
"model",
"protocol",
"format",
"depth",
"tracking",
"selection",
"frames"
],
"capabilities": [
"tokens",
"latency",
"reasoning",
"spatial_code"
],
"profile_version": 1
},
"source": "/root/results/B",
"protocols": []
},
"cells": {
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking": {
"identity": {
"depth": "metric",
"format": "explicit",
"frames": "32",
"harness": "B",
"model": "internvl3.5-2b",
"protocol": "base",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.421364522417154,
"score_distribution": {
"n": 5130,
"mean": 0.421364522417154,
"median": 0.2,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.4406606395493216
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.1796116504854369,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.39052757793764986,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.44371681415929204,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.511520737327189,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.4289544235924933,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.5026455026455027,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.3563380281690141,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5331584470094438,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.34536082474226804,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.5048719550281074,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.39599227426364075,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.36570644718792866,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 6993.230019493178,
"median": 5398.0,
"min": 200.0,
"p25": 1767.0,
"p75": 10476.25,
"max": 26538.0,
"stdev": 6165.079292285468
},
"output_token_count": {
"n": 5130,
"mean": 2.9007797270955167,
"median": 2.0,
"min": 2.0,
"p25": 2.0,
"p75": 4.0,
"max": 6.0,
"stdev": 1.2144333206594196
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.1627131695875473,
"median": 0.1430823765695095,
"min": 0.04398420639336109,
"p25": 0.10297714080661535,
"p75": 0.20444186916574836,
"max": 2.37826369702816,
"stdev": 0.09669848117587015
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 1.961793372319688,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 14.0,
"stdev": 1.4279683761096278
},
"answer_raw_chars": {
"n": 5130,
"mean": 11.961793372319688,
"median": 11.0,
"min": 11.0,
"p25": 11.0,
"p75": 13.0,
"max": 24.0,
"stdev": 1.4279683761096278
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19680.626315789475,
"median": 15188.0,
"min": 758.0,
"p25": 5281.0,
"p75": 29063.75,
"max": 73336.0,
"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": -0.12685565831495163,
"score_vs_output_token_count": 0.09293011644517053,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.03720093042121473,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": 0.038169010688450265,
"score_vs_answer_raw_chars": 0.038169010688450265,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.12819348545150352,
"score_vs_rendered_prompt_chars": -0.12819348545150352,
"score_vs_spatial_code_bytes": -0.1274513995364253
}
}
},
"B/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": "B",
"model": "internvl3.5-2b",
"protocol": "truncated/512",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.42130604288499024,
"score_distribution": {
"n": 5130,
"mean": 0.42130604288499024,
"median": 0.2,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.4406258619585165
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.1796116504854369,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.39016786570743406,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.44371681415929204,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.511520737327189,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.4289544235924933,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.5026455026455027,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.3563380281690141,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5331584470094438,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.34536082474226804,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.5048719550281074,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.3958474167069049,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.36570644718792866,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 6993.230019493178,
"median": 5398.0,
"min": 200.0,
"p25": 1767.0,
"p75": 10476.25,
"max": 26538.0,
"stdev": 6165.079292285468
},
"output_token_count": {
"n": 5130,
"mean": 2.9005847953216373,
"median": 2.0,
"min": 2.0,
"p25": 2.0,
"p75": 4.0,
"max": 6.0,
"stdev": 1.214176532911714
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.16130721831283956,
"median": 0.14216351881623268,
"min": 0.043590568006038666,
"p25": 0.10161226755008101,
"p75": 0.20215713093057275,
"max": 0.9788360316306353,
"stdev": 0.0919078545628855
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 1.961598440545809,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 14.0,
"stdev": 1.427758326030266
},
"answer_raw_chars": {
"n": 5130,
"mean": 11.961598440545808,
"median": 11.0,
"min": 11.0,
"p25": 11.0,
"p75": 13.0,
"max": 24.0,
"stdev": 1.427758326030266
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19680.626315789475,
"median": 15188.0,
"min": 758.0,
"p25": 5281.0,
"p75": 29063.75,
"max": 73336.0,
"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": -0.1269275122343326,
"score_vs_output_token_count": 0.09258959242306318,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.03811598015519268,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": 0.03787077490991958,
"score_vs_answer_raw_chars": 0.037870774909919754,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.12826726889233636,
"score_vs_rendered_prompt_chars": -0.12826726889233636,
"score_vs_spatial_code_bytes": -0.12752563508321035
}
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking": {
"identity": {
"depth": "metric",
"format": "explicit",
"frames": "32",
"harness": "B",
"model": "internvl3.5-4b",
"protocol": "base",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.47000000000000003,
"score_distribution": {
"n": 5130,
"mean": 0.47000000000000003,
"median": 0.4,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.448583264092133
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.28640776699029125,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.5292565947242206,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.43805309734513276,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.5023041474654378,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.4316353887399464,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.5079365079365079,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.532394366197183,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.4618048268625394,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.41237113402061853,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.5322298563397876,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.4486721390632545,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.4319615912208505,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 6993.230019493178,
"median": 5398.0,
"min": 200.0,
"p25": 1767.0,
"p75": 10476.25,
"max": 26538.0,
"stdev": 6165.079292285468
},
"output_token_count": {
"n": 5130,
"mean": 3.0939571150097467,
"median": 2.0,
"min": 2.0,
"p25": 2.0,
"p75": 5.0,
"max": 8.0,
"stdev": 1.4557027563450016
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.2766054921498482,
"median": 0.23423976451158524,
"min": 0.05560370348393917,
"p25": 0.1458976035937667,
"p75": 0.3489865246228874,
"max": 1.1071979813277721,
"stdev": 0.18066722523397094
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 2.6994152046783624,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 4.0,
"max": 18.0,
"stdev": 3.047505148201123
},
"answer_raw_chars": {
"n": 5130,
"mean": 12.699805068226121,
"median": 11.0,
"min": 11.0,
"p25": 11.0,
"p75": 14.0,
"max": 28.0,
"stdev": 3.0477355060392815
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19680.626315789475,
"median": 15188.0,
"min": 758.0,
"p25": 5281.0,
"p75": 29063.75,
"max": 73336.0,
"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": -0.07253645531460406,
"score_vs_output_token_count": 0.039608785201709594,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.0540362983517967,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": -0.012773028204550904,
"score_vs_answer_raw_chars": -0.012906115244954672,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.07404776223234397,
"score_vs_rendered_prompt_chars": -0.07404776223234397,
"score_vs_spatial_code_bytes": -0.07355881465140489
}
}
},
"B/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": "B",
"model": "internvl3.5-4b",
"protocol": "truncated/512",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.47000000000000003,
"score_distribution": {
"n": 5130,
"mean": 0.47000000000000003,
"median": 0.4,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.44842676836043116
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.28640776699029125,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.5288968824940048,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.43805309734513276,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.5023041474654378,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.4316353887399464,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.5079365079365079,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.532394366197183,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.46211962224554043,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.41237113402061853,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.5322923173016865,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.44857556735876386,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.4320301783264746,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 6993.230019493178,
"median": 5398.0,
"min": 200.0,
"p25": 1767.0,
"p75": 10476.25,
"max": 26538.0,
"stdev": 6165.079292285468
},
"output_token_count": {
"n": 5130,
"mean": 3.097076023391813,
"median": 2.0,
"min": 2.0,
"p25": 2.0,
"p75": 5.0,
"max": 20.0,
"stdev": 1.4751900347394022
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.2774765285236677,
"median": 0.2353649167343974,
"min": 0.054935090243816376,
"p25": 0.1459851013496518,
"p75": 0.3513588639907539,
"max": 1.5760104842483997,
"stdev": 0.18184119235763715
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 2.704093567251462,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 4.0,
"max": 21.0,
"stdev": 3.068110114613297
},
"answer_raw_chars": {
"n": 5130,
"mean": 12.70448343079922,
"median": 11.0,
"min": 11.0,
"p25": 11.0,
"p75": 14.0,
"max": 31.0,
"stdev": 3.068338330969273
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19680.626315789475,
"median": 15188.0,
"min": 758.0,
"p25": 5281.0,
"p75": 29063.75,
"max": 73336.0,
"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": -0.07251566108563373,
"score_vs_output_token_count": 0.04095011220384163,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.05185537899475705,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": -0.011909427167431375,
"score_vs_answer_raw_chars": -0.012041740190701488,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.07399273329546172,
"score_vs_rendered_prompt_chars": -0.07399273329546172,
"score_vs_spatial_code_bytes": -0.07350351219203187
}
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking": {
"identity": {
"depth": "metric",
"format": "explicit",
"frames": "32",
"harness": "B",
"model": "qwen3.5-2b",
"protocol": "base",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.41736842105263156,
"score_distribution": {
"n": 5130,
"mean": 0.41736842105263156,
"median": 0.2,
"min": 0.0,
"p25": 0.0,
"p75": 0.9,
"max": 1.0,
"stdev": 0.4372592446628537
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.1715210355987055,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.49892086330935254,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.44035398230088496,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.4976958525345622,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.3941018766756032,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.1984126984126984,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.35492957746478876,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5772298006295907,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.27319587628865977,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.4911930043722673,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.3932882665379044,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.37050754458161866,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 7642.517348927875,
"median": 5921.0,
"min": 232.0,
"p25": 1973.0,
"p75": 11435.5,
"max": 28788.0,
"stdev": 6676.991692973405
},
"output_token_count": {
"n": 5130,
"mean": 4.968615984405458,
"median": 4.0,
"min": 4.0,
"p25": 4.0,
"p75": 6.0,
"max": 16.0,
"stdev": 1.4435465720547527
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.7552609890539628,
"median": 0.6258876202628016,
"min": 0.2109231799840927,
"p25": 0.41453878255560994,
"p75": 0.9760600598528981,
"max": 2.587089702486992,
"stdev": 0.444671785171635
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 2.3826510721247565,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 95.0,
"stdev": 4.963580678675214
},
"answer_raw_chars": {
"n": 5130,
"mean": 26.317153996101364,
"median": 25.0,
"min": 25.0,
"p25": 25.0,
"p75": 27.0,
"max": 95.0,
"stdev": 4.039360604123248
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19699.626315789475,
"median": 15207.0,
"min": 777.0,
"p25": 5300.0,
"p75": 29082.75,
"max": 73355.0,
"stdev": 16927.850541244286
}
},
"rates": {
"hit_token_limit": 0.0027290448343079924,
"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": -0.10679420620182496,
"score_vs_output_token_count": 0.1566346915620499,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.08953564637004366,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": 0.0012222413209919457,
"score_vs_answer_raw_chars": 0.01698202218254748,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.10794805273014013,
"score_vs_rendered_prompt_chars": -0.10794805273014013,
"score_vs_spatial_code_bytes": -0.10664163981350566
}
}
},
"B/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": "B",
"model": "qwen3.5-2b",
"protocol": "truncated/512",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.41736842105263156,
"score_distribution": {
"n": 5130,
"mean": 0.41736842105263156,
"median": 0.2,
"min": 0.0,
"p25": 0.0,
"p75": 0.9,
"max": 1.0,
"stdev": 0.4372592446628537
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.1715210355987055,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.49892086330935254,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.44035398230088496,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.4976958525345622,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.3941018766756032,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.1984126984126984,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.35492957746478876,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5772298006295907,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.27319587628865977,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.4911930043722673,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.3932882665379044,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.37050754458161866,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 7642.517348927875,
"median": 5921.0,
"min": 232.0,
"p25": 1973.0,
"p75": 11435.5,
"max": 28788.0,
"stdev": 6676.991692973405
},
"output_token_count": {
"n": 5130,
"mean": 5.124171539961013,
"median": 4.0,
"min": 4.0,
"p25": 4.0,
"p75": 6.0,
"max": 160.0,
"stdev": 4.1498050310207875
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 0.7607430468366044,
"median": 0.6239514742046595,
"min": 0.20558936148881912,
"p25": 0.41062105633318424,
"p75": 0.9805096397176385,
"max": 10.281299667432904,
"stdev": 0.4892826227363442
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 3.018908382066277,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 723.0,
"stdev": 18.019189776788533
},
"answer_raw_chars": {
"n": 5130,
"mean": 27.018908382066275,
"median": 25.0,
"min": 25.0,
"p25": 25.0,
"p75": 27.0,
"max": 747.0,
"stdev": 18.019189776788533
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19699.626315789475,
"median": 15207.0,
"min": 777.0,
"p25": 5300.0,
"p75": 29082.75,
"max": 73355.0,
"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": -0.10679420620182496,
"score_vs_output_token_count": 0.01869995187577749,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.09523929878873232,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": -0.033373632862211774,
"score_vs_answer_raw_chars": -0.03337363286221176,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.10794805273014013,
"score_vs_rendered_prompt_chars": -0.10794805273014013,
"score_vs_spatial_code_bytes": -0.10664163981350566
}
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking": {
"identity": {
"depth": "metric",
"format": "explicit",
"frames": "32",
"harness": "B",
"model": "qwen3.5-4b",
"protocol": "base",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.43415204678362573,
"score_distribution": {
"n": 5130,
"mean": 0.43415204678362573,
"median": 0.3,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.4434960458883065
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.2588996763754045,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.48465227817745804,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.43628318584070797,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.4976958525345622,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.28150134048257375,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.3253968253968254,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.4563380281690141,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5481636935991605,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.25257731958762886,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.504684572142411,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.4151617576050217,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.38367626886145406,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 7642.517348927875,
"median": 5921.0,
"min": 232.0,
"p25": 1973.0,
"p75": 11435.5,
"max": 28788.0,
"stdev": 6676.991692973405
},
"output_token_count": {
"n": 5130,
"mean": 5.029239766081871,
"median": 4.0,
"min": 4.0,
"p25": 4.0,
"p75": 6.0,
"max": 16.0,
"stdev": 1.8666613648493389
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 1.0618878570394354,
"median": 0.821190488524735,
"min": 0.27172353118658066,
"p25": 0.5312420101836324,
"p75": 1.3480045944452286,
"max": 4.355600131675601,
"stdev": 0.72395845827224
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 3.2775828460038987,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 95.0,
"stdev": 10.576414440217814
},
"answer_raw_chars": {
"n": 5130,
"mean": 26.88187134502924,
"median": 25.0,
"min": 25.0,
"p25": 25.0,
"p75": 27.0,
"max": 95.0,
"stdev": 7.623429192468502
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19699.626315789475,
"median": 15207.0,
"min": 777.0,
"p25": 5300.0,
"p75": 29082.75,
"max": 73355.0,
"stdev": 16927.850541244286
}
},
"rates": {
"hit_token_limit": 0.016569200779727095,
"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": -0.10075777787996859,
"score_vs_output_token_count": 0.03270716786479531,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.0957701751540028,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": -0.10962773575370804,
"score_vs_answer_raw_chars": -0.10126919911183418,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.10172401611117701,
"score_vs_rendered_prompt_chars": -0.10172401611117701,
"score_vs_spatial_code_bytes": -0.10055256479227653
}
}
},
"B/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": "B",
"model": "qwen3.5-4b",
"protocol": "truncated/512",
"selection": "uniform",
"tracking": "tracking"
},
"summary": {
"questions": 5130,
"unique_question_ids": 5130,
"scenes": 288,
"mean_score": 0.43415204678362573,
"score_distribution": {
"n": 5130,
"mean": 0.43415204678362573,
"median": 0.3,
"min": 0.0,
"p25": 0.0,
"p75": 1.0,
"max": 1.0,
"stdev": 0.4434960458883065
},
"question_types": {
"obj_appearance_order": {
"count": 618,
"mean_score": 0.2588996763754045,
"scenes": 32
},
"object_abs_distance": {
"count": 834,
"mean_score": 0.48465227817745804,
"scenes": 221
},
"object_counting": {
"count": 565,
"mean_score": 0.43628318584070797,
"scenes": 202
},
"object_rel_direction_easy": {
"count": 217,
"mean_score": 0.4976958525345622,
"scenes": 76
},
"object_rel_direction_hard": {
"count": 373,
"mean_score": 0.28150134048257375,
"scenes": 105
},
"object_rel_direction_medium": {
"count": 378,
"mean_score": 0.3253968253968254,
"scenes": 107
},
"object_rel_distance": {
"count": 710,
"mean_score": 0.4563380281690141,
"scenes": 110
},
"object_size_estimation": {
"count": 953,
"mean_score": 0.5481636935991605,
"scenes": 278
},
"room_size_estimation": {
"count": 288,
"mean_score": 0.6427083333333333,
"scenes": 288
},
"route_planning": {
"count": 194,
"mean_score": 0.25257731958762886,
"scenes": 194
}
},
"datasets": {
"arkitscenes": {
"count": 1601,
"mean_score": 0.504684572142411,
"scenes": 150
},
"scannet": {
"count": 2071,
"mean_score": 0.4151617576050217,
"scenes": 88
},
"scannetpp": {
"count": 1458,
"mean_score": 0.38367626886145406,
"scenes": 50
}
},
"numeric": {
"input_token_count": {
"n": 5130,
"mean": 7642.517348927875,
"median": 5921.0,
"min": 232.0,
"p25": 1973.0,
"p75": 11435.5,
"max": 28788.0,
"stdev": 6676.991692973405
},
"output_token_count": {
"n": 5130,
"mean": 12.02027290448343,
"median": 4.0,
"min": 4.0,
"p25": 4.0,
"p75": 6.0,
"max": 512.0,
"stdev": 59.66457533851386
},
"reasoning_token_count": null,
"generation_seconds": {
"n": 5130,
"mean": 1.3575351502307007,
"median": 0.8007588488981128,
"min": 0.27275229804217815,
"p25": 0.5230561178177595,
"p75": 1.336038381792605,
"max": 36.07200590334833,
"stdev": 2.927443316438987
},
"forced_input_token_count": null
},
"text_lengths": {
"answer_given_chars": {
"n": 5130,
"mean": 24.945224171539962,
"median": 1.0,
"min": 1.0,
"p25": 1.0,
"p75": 3.0,
"max": 2348.0,
"stdev": 192.2319935051468
},
"answer_raw_chars": {
"n": 5130,
"mean": 48.61890838206628,
"median": 25.0,
"min": 25.0,
"p25": 25.0,
"p75": 27.0,
"max": 2348.0,
"stdev": 189.5263112310198
},
"reasoning_text_chars": null,
"full_prompt_chars": {
"n": 5130,
"mean": 19630.626315789475,
"median": 15138.0,
"min": 708.0,
"p25": 5231.0,
"p75": 29013.75,
"max": 73286.0,
"stdev": 16927.850541244286
},
"rendered_prompt_chars": {
"n": 5130,
"mean": 19699.626315789475,
"median": 15207.0,
"min": 777.0,
"p25": 5300.0,
"p75": 29082.75,
"max": 73355.0,
"stdev": 16927.850541244286
}
},
"rates": {
"hit_token_limit": 0.013840155945419104,
"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": -0.10075777787996859,
"score_vs_output_token_count": -0.1137026525259193,
"score_vs_reasoning_token_count": null,
"score_vs_generation_seconds": -0.12477551442168007,
"score_vs_forced_input_token_count": null,
"score_vs_answer_given_chars": -0.11639441599252008,
"score_vs_answer_raw_chars": -0.11637026826739547,
"score_vs_reasoning_text_chars": null,
"score_vs_full_prompt_chars": -0.10172401611117701,
"score_vs_rendered_prompt_chars": -0.10172401611117701,
"score_vs_spatial_code_bytes": -0.10055256479227653
}
}
}
},
"within_harness_comparisons": {
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": -5.847953216374268e-05,
"score_delta_distribution": {
"n": 5130,
"mean": -5.847953216374268e-05,
"median": 0.0,
"min": -0.19999999999999996,
"p25": 0.0,
"p75": 0.0,
"max": 0.0,
"stdev": 0.0031217092212050828
},
"wins_y": 0,
"ties": 5128,
"wins_x": 2,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.00016204172574437915,
"ci_high": 0.0,
"p_value": 0.26
},
"solved_overlap": {
"x": 1339,
"y": 1338,
"both": 1338,
"only_x": 1,
"only_y": 0,
"jaccard": 0.9992531740104555
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.0
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.00035971223021582724
},
"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": -0.00014485755673587637
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.0
}
},
"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": -0.0001949317738791423,
"median": 0.0,
"min": -1,
"p25": 0.0,
"p75": 0.0,
"max": 0,
"stdev": 0.013961796943056517
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": -0.0014059512747077682,
"median": -0.0006357310339808464,
"min": -1.3994276653975248,
"p25": -0.0021796911023557186,
"p75": 0.0006052781827747822,
"max": 0.15618817135691643,
"stdev": 0.022937810355996534
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": 0.048635477582846004,
"score_delta_distribution": {
"n": 5130,
"mean": 0.048635477582846004,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.4823893075235795
},
"wins_y": 876,
"ties": 3629,
"wins_x": 625,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.034591326105087576,
"ci_high": 0.06344942571322712,
"p_value": 0.001
},
"solved_overlap": {
"x": 1339,
"y": 1599,
"both": 928,
"only_x": 411,
"only_y": 671,
"jaccard": 0.4616915422885572
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.10679611650485436
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.13872901678657074
},
"object_counting": {
"count": 565,
"mean_delta": -0.005663716814159292
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.009216589861751152
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": 0.002680965147453083
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": 0.005291005291005291
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.176056338028169
},
"object_size_estimation": {
"count": 953,
"mean_delta": -0.07135362014690451
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": 0.06701030927835051
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": 0.0273579013116802
},
"scannet": {
"count": 2071,
"mean_delta": 0.052679864799613715
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.0662551440329218
}
},
"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": 0.19317738791423003,
"median": 0.0,
"min": -3,
"p25": 0.0,
"p75": 0.0,
"max": 4,
"stdev": 0.6171591354227507
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.1138923225623009,
"median": 0.08658084366470575,
"min": -1.4129324182868004,
"p25": 0.03784555662423372,
"p75": 0.1603750572539866,
"max": 0.5067209806293249,
"stdev": 0.10649944647477397
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": -0.003996101364522417,
"score_delta_distribution": {
"n": 5130,
"mean": -0.003996101364522417,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.510044951918538
},
"wins_y": 798,
"ties": 3559,
"wins_x": 773,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.016861702127659573,
"ci_high": 0.009191402251791199,
"p_value": 0.534
},
"solved_overlap": {
"x": 1339,
"y": 1249,
"both": 657,
"only_x": 682,
"only_y": 592,
"jaccard": 0.3402382185396168
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.008090614886731391
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.10839328537170263
},
"object_counting": {
"count": 565,
"mean_delta": -0.0033628318584070795
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.013824884792626729
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.03485254691689008
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.30423280423280424
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.0014084507042253522
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.04407135362014691
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.07216494845360824
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.0136789506558401
},
"scannet": {
"count": 2071,
"mean_delta": -0.0027040077257363586
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.004801097393689987
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 2.0678362573099416,
"median": 2.0,
"min": -1,
"p25": 2.0,
"p75": 2.0,
"max": 14,
"stdev": 0.7854686515854982
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.5925478194664154,
"median": 0.48130300268530846,
"min": -0.9326181784272194,
"p25": 0.29048354690894485,
"p75": 0.7906476664356887,
"max": 2.2115117963403463,
"stdev": 0.37398189839993173
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": 0.012787524366471735,
"score_delta_distribution": {
"n": 5130,
"mean": 0.012787524366471735,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.5475803558658344
},
"wins_y": 908,
"ties": 3390,
"wins_x": 832,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.001217192848992012,
"ci_high": 0.0270859614344927,
"p_value": 0.074
},
"solved_overlap": {
"x": 1339,
"y": 1372,
"both": 617,
"only_x": 722,
"only_y": 755,
"jaccard": 0.29465138490926457
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.07928802588996764
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.09412470023980815
},
"object_counting": {
"count": 565,
"mean_delta": -0.007433628318584071
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.013824884792626729
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.14745308310991956
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.17724867724867724
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.1
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.015005246589716683
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.09278350515463918
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.00018738288569643965
},
"scannet": {
"count": 2071,
"mean_delta": 0.019169483341380977
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.017969821673525378
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 2.1284600389863546,
"median": 2.0,
"min": -1,
"p25": 2.0,
"p75": 2.0,
"max": 14,
"stdev": 1.5740848746161122
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.8991746874518881,
"median": 0.6680159382522106,
"min": -0.89031589217484,
"p25": 0.4102173983119428,
"p75": 1.1636261097155511,
"max": 3.881047585979104,
"stdev": 0.6543850831189211
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": 0.04869395711500975,
"score_delta_distribution": {
"n": 5130,
"mean": 0.04869395711500975,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.48233692381386195
},
"wins_y": 876,
"ties": 3630,
"wins_x": 624,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.034641569883860635,
"ci_high": 0.06320135109776694,
"p_value": 0.001
},
"solved_overlap": {
"x": 1338,
"y": 1597,
"both": 927,
"only_x": 411,
"only_y": 670,
"jaccard": 0.46165338645418325
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.10679611650485436
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.13872901678657074
},
"object_counting": {
"count": 565,
"mean_delta": -0.005663716814159292
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.009216589861751152
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": 0.002680965147453083
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": 0.005291005291005291
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.176056338028169
},
"object_size_estimation": {
"count": 953,
"mean_delta": -0.07103882476390347
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": 0.06701030927835051
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": 0.027420362273579014
},
"scannet": {
"count": 2071,
"mean_delta": 0.052728150651859006
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.06632373113854595
}
},
"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": 0.19649122807017544,
"median": 0.0,
"min": -3,
"p25": 0.0,
"p75": 0.0,
"max": 15,
"stdev": 0.652534815124342
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.1161693102108282,
"median": 0.08794291410595179,
"min": -0.11286276206374168,
"p25": 0.03945612860843539,
"p75": 0.16309746401384473,
"max": 1.2209783513098955,
"stdev": 0.10533794193115745
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": -0.003937621832358674,
"score_delta_distribution": {
"n": 5130,
"mean": -0.003937621832358674,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.5100778978656194
},
"wins_y": 799,
"ties": 3558,
"wins_x": 773,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.01680851063829787,
"ci_high": 0.009273285568065507,
"p_value": 0.548
},
"solved_overlap": {
"x": 1338,
"y": 1249,
"both": 656,
"only_x": 682,
"only_y": 593,
"jaccard": 0.33972035214914553
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.008090614886731391
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.10875299760191846
},
"object_counting": {
"count": 565,
"mean_delta": -0.0033628318584070795
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.013824884792626729
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.03485254691689008
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.30423280423280424
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.0014084507042253522
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.04407135362014691
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.07216494845360824
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.0136789506558401
},
"scannet": {
"count": 2071,
"mean_delta": -0.0025591501690004825
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.004801097393689987
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 2.223586744639376,
"median": 2.0,
"min": -1,
"p25": 2.0,
"p75": 2.0,
"max": 157,
"stdev": 3.968155213838171
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.5994358285237649,
"median": 0.48234748002141714,
"min": 0.028926296159625053,
"p25": 0.2945764451287687,
"p75": 0.7923041707836092,
"max": 9.90553861297667,
"stdev": 0.42457330451185893
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": 0.012846003898635478,
"score_delta_distribution": {
"n": 5130,
"mean": 0.012846003898635478,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.5476092508930914
},
"wins_y": 909,
"ties": 3389,
"wins_x": 832,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.0011014131338320863,
"ci_high": 0.027122003964678322,
"p_value": 0.072
},
"solved_overlap": {
"x": 1338,
"y": 1372,
"both": 616,
"only_x": 722,
"only_y": 756,
"jaccard": 0.2941738299904489
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.07928802588996764
},
"object_abs_distance": {
"count": 834,
"mean_delta": 0.09448441247002398
},
"object_counting": {
"count": 565,
"mean_delta": -0.007433628318584071
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.013824884792626729
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.14745308310991956
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.17724867724867724
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.1
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.015005246589716683
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.09278350515463918
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.00018738288569643965
},
"scannet": {
"count": 2071,
"mean_delta": 0.01931434089811685
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.017969821673525378
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 9.119688109161793,
"median": 2.0,
"min": -1,
"p25": 2.0,
"p75": 2.0,
"max": 510,
"stdev": 59.760020033828226
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 1.196227931917861,
"median": 0.6705719046294689,
"min": 0.10512866266071796,
"p25": 0.40188770508393645,
"p75": 1.130391118582338,
"max": 35.80699269101024,
"stdev": 2.902454576855909
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> B/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": -1.6231330769373634e-20,
"score_delta_distribution": {
"n": 5130,
"mean": -1.6231330769373634e-20,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.02627152489068511
},
"wins_y": 4,
"ties": 5122,
"wins_x": 4,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.000720826027664134,
"ci_high": 0.0007199696854869269,
"p_value": 0.978
},
"solved_overlap": {
"x": 1599,
"y": 1597,
"both": 1596,
"only_x": 3,
"only_y": 1,
"jaccard": 0.9975
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.0
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.00035971223021582735
},
"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": 0.00031479538300104926
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": 0.0
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": 6.246096189881324e-05
},
"scannet": {
"count": 2071,
"mean_delta": -9.657170449058428e-05
},
"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": 0.0031189083820662767,
"median": 0.0,
"min": -1,
"p25": 0.0,
"p75": 0.0,
"max": 13,
"stdev": 0.19445927021523862
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.0008710363738195241,
"median": 0.0004252297803759575,
"min": -0.18207752332091331,
"p25": -0.0016708672046661377,
"p75": 0.0025928299874067307,
"max": 0.7336999084800482,
"stdev": 0.01686474886148115
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> B/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": -0.05263157894736842,
"score_delta_distribution": {
"n": 5130,
"mean": -0.05263157894736842,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.4666974259227062
},
"wins_y": 546,
"ties": 3804,
"wins_x": 780,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.06561143270622287,
"ci_high": -0.038966861598440546,
"p_value": 0.001
},
"solved_overlap": {
"x": 1599,
"y": 1249,
"both": 905,
"only_x": 694,
"only_y": 344,
"jaccard": 0.46577457539886774
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.11488673139158576
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.030335731414868106
},
"object_counting": {
"count": 565,
"mean_delta": 0.0023008849557522126
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.004608294930875576
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.03753351206434316
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.30952380952380953
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.17746478873239438
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.11542497376705142
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.13917525773195877
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.0410368519675203
},
"scannet": {
"count": 2071,
"mean_delta": -0.05538387252535007
},
"scannetpp": {
"count": 1458,
"mean_delta": -0.061454046639231825
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 1.8746588693957116,
"median": 2.0,
"min": -3,
"p25": 2.0,
"p75": 2.0,
"max": 13,
"stdev": 0.8677859063273626
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.4786554969041145,
"median": 0.4066891837865114,
"min": -0.02492787316441536,
"p25": 0.25444273510947824,
"p75": 0.6366845294833183,
"max": 1.771349599584937,
"stdev": 0.27649721265068355
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=base/selection=uniform/tracking=tracking -> B/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": -0.03584795321637427,
"score_delta_distribution": {
"n": 5130,
"mean": -0.03584795321637427,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.46580005814843745
},
"wins_y": 554,
"ties": 3846,
"wins_x": 730,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.04847508997916272,
"ci_high": -0.022684507631193812,
"p_value": 0.001
},
"solved_overlap": {
"x": 1599,
"y": 1372,
"both": 971,
"only_x": 628,
"only_y": 401,
"jaccard": 0.4855
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.02750809061488673
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.04460431654676259
},
"object_counting": {
"count": 565,
"mean_delta": -0.0017699115044247787
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.004608294930875576
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.15013404825737264
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.18253968253968253
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.07605633802816901
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.0863588667366212
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.15979381443298968
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.02754528419737664
},
"scannet": {
"count": 2071,
"mean_delta": -0.033510381458232735
},
"scannetpp": {
"count": 1458,
"mean_delta": -0.048285322359396435
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 1.9352826510721248,
"median": 2.0,
"min": -3,
"p25": 2.0,
"p75": 2.0,
"max": 14,
"stdev": 1.68130070158874
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.7852823648895872,
"median": 0.5971558326855302,
"min": 0.050350602716207504,
"p25": 0.373965697363019,
"p75": 1.0124453320167959,
"max": 3.4165757056325674,
"stdev": 0.5559637041713488
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": -0.05263157894736842,
"score_delta_distribution": {
"n": 5130,
"mean": -0.05263157894736842,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.46651357317526976
},
"wins_y": 545,
"ties": 3805,
"wins_x": 780,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.06570188133140377,
"ci_high": -0.039250225835591686,
"p_value": 0.001
},
"solved_overlap": {
"x": 1597,
"y": 1249,
"both": 905,
"only_x": 692,
"only_y": 344,
"jaccard": 0.46625450798557444
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.11488673139158576
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.02997601918465228
},
"object_counting": {
"count": 565,
"mean_delta": 0.0023008849557522126
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.004608294930875576
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.03753351206434316
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.30952380952380953
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.17746478873239438
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.11511017838405037
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.13917525773195877
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.04109931292941911
},
"scannet": {
"count": 2071,
"mean_delta": -0.05528730082085949
},
"scannetpp": {
"count": 1458,
"mean_delta": -0.06152263374485597
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 2.027095516569201,
"median": 2.0,
"min": -15,
"p25": 2.0,
"p75": 2.0,
"max": 155,
"stdev": 3.9303557323879743
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.48326651831293665,
"median": 0.4049227563664317,
"min": -0.09294174425303936,
"p25": 0.25529366359114647,
"p75": 0.6384194055572152,
"max": 9.404603231698275,
"stdev": 0.3398934305525294
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=internvl3.5-4b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": -0.03584795321637427,
"score_delta_distribution": {
"n": 5130,
"mean": -0.03584795321637427,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.4656158510671277
},
"wins_y": 553,
"ties": 3847,
"wins_x": 730,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": -0.04820143884892086,
"ci_high": -0.022760041194644694,
"p_value": 0.001
},
"solved_overlap": {
"x": 1597,
"y": 1372,
"both": 971,
"only_x": 626,
"only_y": 401,
"jaccard": 0.48598598598598597
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": -0.02750809061488673
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.04424460431654676
},
"object_counting": {
"count": 565,
"mean_delta": -0.0017699115044247787
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": -0.004608294930875576
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.15013404825737264
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": -0.18253968253968253
},
"object_rel_distance": {
"count": 710,
"mean_delta": -0.07605633802816901
},
"object_size_estimation": {
"count": 953,
"mean_delta": 0.08604407135362015
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.15979381443298968
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": -0.027607745159275453
},
"scannet": {
"count": 2071,
"mean_delta": -0.033413809753742155
},
"scannetpp": {
"count": 1458,
"mean_delta": -0.04835390946502058
}
},
"telemetry_deltas": {
"input_token_count_delta": {
"n": 5130,
"mean": 649.2873294346979,
"median": 522.0,
"min": 32,
"p25": 205.0,
"p75": 969.0,
"max": 2250,
"stdev": 513.1594771143889
},
"output_token_count_delta": {
"n": 5130,
"mean": 8.923196881091618,
"median": 2.0,
"min": -15,
"p25": 2.0,
"p75": 2.0,
"max": 510,
"stdev": 59.78653412448884
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 1.080058621707033,
"median": 0.5921315383166075,
"min": 0.019667690619826317,
"p25": 0.36303791915997863,
"p75": 0.9787626876495779,
"max": 35.59102680720389,
"stdev": 2.8698668531444844
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": 0.0,
"score_delta_distribution": {
"n": 5130,
"mean": 0.0,
"median": 0.0,
"min": 0.0,
"p25": 0.0,
"p75": 0.0,
"max": 0.0,
"stdev": 0.0
},
"wins_y": 0,
"ties": 5130,
"wins_x": 0,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.0,
"ci_high": 0.0,
"p_value": 1.0
},
"solved_overlap": {
"x": 1249,
"y": 1249,
"both": 1249,
"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": 0.0
},
"scannet": {
"count": 2071,
"mean_delta": 0.0
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.0
}
},
"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": 0.15555555555555556,
"median": 0.0,
"min": -2,
"p25": 0.0,
"p75": 0.0,
"max": 144,
"stdev": 3.4211693641251095
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.005482057782641628,
"median": 0.0011788979172706604,
"min": -0.16631252504885197,
"p25": -0.018153563141822815,
"p75": 0.016018242575228214,
"max": 7.694209964945912,
"stdev": 0.17542484482423376
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=base/selection=uniform/tracking=tracking -> B/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": 0.01678362573099415,
"score_delta_distribution": {
"n": 5130,
"mean": 0.01678362573099415,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.3839906336758009
},
"wins_y": 453,
"ties": 4270,
"wins_x": 407,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.006385049639867627,
"ci_high": 0.027783494546202922,
"p_value": 0.004
},
"solved_overlap": {
"x": 1249,
"y": 1372,
"both": 950,
"only_x": 299,
"only_y": 422,
"jaccard": 0.5685218432076601
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.08737864077669903
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.014268585131894485
},
"object_counting": {
"count": 565,
"mean_delta": -0.004070796460176991
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": 0.0
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.1126005361930295
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": 0.12698412698412698
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.10140845070422536
},
"object_size_estimation": {
"count": 953,
"mean_delta": -0.02906610703043022
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.020618556701030927
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": 0.01349156777014366
},
"scannet": {
"count": 2071,
"mean_delta": 0.021873491067117334
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.01316872427983539
}
},
"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": 0.06062378167641325,
"median": 0.0,
"min": -12,
"p25": 0.0,
"p75": 0.0,
"max": 12,
"stdev": 1.7504780843712482
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.3066268679854727,
"median": 0.19304238818585873,
"min": -0.6534996554255486,
"p25": 0.11538713751360774,
"p75": 0.3888124651275575,
"max": 2.0618853326886892,
"stdev": 0.2968338206594378
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-2b/protocol=truncated/512/selection=uniform/tracking=tracking -> B/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": 0.01678362573099415,
"score_delta_distribution": {
"n": 5130,
"mean": 0.01678362573099415,
"median": 0.0,
"min": -1.0,
"p25": 0.0,
"p75": 0.0,
"max": 1.0,
"stdev": 0.3839906336758009
},
"wins_y": 453,
"ties": 4270,
"wins_x": 407,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.006385049639867627,
"ci_high": 0.027783494546202922,
"p_value": 0.004
},
"solved_overlap": {
"x": 1249,
"y": 1372,
"both": 950,
"only_x": 299,
"only_y": 422,
"jaccard": 0.5685218432076601
},
"by_question_type": {
"obj_appearance_order": {
"count": 618,
"mean_delta": 0.08737864077669903
},
"object_abs_distance": {
"count": 834,
"mean_delta": -0.014268585131894485
},
"object_counting": {
"count": 565,
"mean_delta": -0.004070796460176991
},
"object_rel_direction_easy": {
"count": 217,
"mean_delta": 0.0
},
"object_rel_direction_hard": {
"count": 373,
"mean_delta": -0.1126005361930295
},
"object_rel_direction_medium": {
"count": 378,
"mean_delta": 0.12698412698412698
},
"object_rel_distance": {
"count": 710,
"mean_delta": 0.10140845070422536
},
"object_size_estimation": {
"count": 953,
"mean_delta": -0.02906610703043022
},
"room_size_estimation": {
"count": 288,
"mean_delta": 0.0
},
"route_planning": {
"count": 194,
"mean_delta": -0.020618556701030927
}
},
"by_dataset": {
"arkitscenes": {
"count": 1601,
"mean_delta": 0.01349156777014366
},
"scannet": {
"count": 2071,
"mean_delta": 0.021873491067117334
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.01316872427983539
}
},
"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": 6.896101364522417,
"median": 0.0,
"min": -156,
"p25": 0.0,
"p75": 0.0,
"max": 508,
"stdev": 59.91978393916894
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.5967921033940963,
"median": 0.19035497680306435,
"min": -7.102601042017341,
"p25": 0.11373974476009607,
"p75": 0.3700131750665605,
"max": 34.70870405621827,
"stdev": 2.801335961844616
},
"forced_input_token_count_delta": null
}
},
"B/depth=metric/format=explicit/frames=32/model=qwen3.5-4b/protocol=base/selection=uniform/tracking=tracking -> B/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": 0.0,
"p25": 0.0,
"p75": 0.0,
"max": 0.0,
"stdev": 0.0
},
"wins_y": 0,
"ties": 5130,
"wins_x": 0,
"scene_clustered_bootstrap": {
"scenes": 288,
"iterations": 1000,
"seed": 0,
"confidence": 0.95,
"ci_low": 0.0,
"ci_high": 0.0,
"p_value": 1.0
},
"solved_overlap": {
"x": 1372,
"y": 1372,
"both": 1372,
"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": 0.0
},
"scannet": {
"count": 2071,
"mean_delta": 0.0
},
"scannetpp": {
"count": 1458,
"mean_delta": 0.0
}
},
"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": 6.991033138401559,
"median": 0.0,
"min": 0,
"p25": 0.0,
"p75": 0.0,
"max": 496,
"stdev": 58.33483797699598
},
"reasoning_token_count_delta": null,
"generation_seconds_delta": {
"n": 5130,
"mean": 0.2956472931912652,
"median": -0.0028645070269703865,
"min": -0.3693760372698307,
"p25": -0.023479291703552008,
"p75": 0.015457200817763805,
"max": 33.427376575767994,
"stdev": 2.6766841784436477
},
"forced_input_token_count_delta": null
}
}
},
"integrity_warnings": []
}