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Train ATI-HO and finalize project outputs

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gloamxun
2026-09-26 16:05:44 +08:00
parent a86560da64
commit 9cdd604117
358 changed files with 10540 additions and 173 deletions
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final/output/q3/ati_ho/attachment4_predictions.csv
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case_id,predicted_class,predicted_intensity,prob_negative,prob_neutral,prob_positive,conditional_negative_magnitude,conditional_positive_magnitude,coordinate_mode,physical_time_alignment,text_observed_steps,audio_observed_steps,vision_observed_steps,true_label_available
01,neutral,0.0,0.09335917234420776,0.492781400680542,0.41385942697525024,0.7683022022247314,0.7918088436126709,relative_progress,False,50,50,50,False
02,positive,1.0754910707473755,0.16660422086715698,0.2815896272659302,0.5518062114715576,1.0387691259384155,1.0754910707473755,relative_progress,False,50,50,50,False
03,negative,-1.1482162475585938,0.44677555561065674,0.35495230555534363,0.19827206432819366,1.1482162475585938,1.054591417312622,relative_progress,False,50,50,50,False
04,negative,-1.1313621997833252,0.6154006123542786,0.08184759318828583,0.3027518689632416,1.1313621997833252,1.2142971754074097,relative_progress,False,50,50,50,False
05,positive,0.9983435869216919,0.019440362229943275,0.1781618446111679,0.8023977875709534,0.8999792337417603,0.9983435869216919,relative_progress,False,50,50,50,False
06,positive,1.2635153532028198,0.04338030517101288,0.12275035679340363,0.8338693380355835,1.089220643043518,1.2635153532028198,relative_progress,False,50,50,50,False
07,positive,0.7555097937583923,0.024313107132911682,0.20876865088939667,0.7669181823730469,0.748427152633667,0.7555097937583923,relative_progress,False,50,50,50,False
08,positive,0.906437873840332,0.018894990906119347,0.16367757320404053,0.8174274563789368,0.8192697763442993,0.906437873840332,relative_progress,False,50,50,50,False
09,negative,-1.5102474689483643,0.9667553901672363,0.016179252415895462,0.01706531085073948,1.5102474689483643,1.1577949523925781,relative_progress,False,50,50,50,False
10,negative,-1.4183083772659302,0.845405101776123,0.03885689750313759,0.11573806405067444,1.4183083772659302,1.3615806102752686,relative_progress,False,50,50,50,False
11,negative,-1.3695042133331299,0.6915677785873413,0.11874549835920334,0.18968670070171356,1.3695042133331299,1.220651626586914,relative_progress,False,50,50,50,False
12,negative,-1.1265901327133179,0.8298471570014954,0.11778073757886887,0.05237210541963577,1.1265901327133179,0.9112517237663269,relative_progress,False,50,50,50,False
13,positive,0.8690536022186279,0.05612684041261673,0.46271824836730957,0.4811549782752991,1.0537734031677246,0.8690536022186279,relative_progress,False,50,50,48,False
14,positive,0.9438773393630981,0.052272193133831024,0.43238261342048645,0.5153452157974243,0.8826612234115601,0.9438773393630981,relative_progress,False,50,50,50,False
15,positive,1.1347935199737549,0.00835143681615591,0.04237542673945427,0.9492731094360352,0.6205173134803772,1.1347935199737549,relative_progress,False,50,50,50,False
16,negative,-1.5337121486663818,0.9742470383644104,0.014193418435752392,0.01155958790332079,1.5337121486663818,1.0518016815185547,relative_progress,False,50,50,47,False
17,positive,1.2830696105957031,0.00731800589710474,0.02694552205502987,0.965736448764801,0.8673832416534424,1.2830696105957031,relative_progress,False,50,50,50,False
18,neutral,0.0,0.36853352189064026,0.4732035994529724,0.15826284885406494,1.0774030685424805,0.9822005033493042,relative_progress,False,50,50,50,False
19,positive,1.3935961723327637,0.4146651029586792,0.11420381814241409,0.4711310565471649,1.244720220565796,1.3935961723327637,relative_progress,False,50,50,50,False
20,positive,1.0786213874816895,0.018150269985198975,0.14706102013587952,0.8347886800765991,0.8807858228683472,1.0786213874816895,relative_progress,False,50,50,50,False
1 case_id predicted_class predicted_intensity prob_negative prob_neutral prob_positive conditional_negative_magnitude conditional_positive_magnitude coordinate_mode physical_time_alignment text_observed_steps audio_observed_steps vision_observed_steps true_label_available
2 01 neutral 0.0 0.09335917234420776 0.492781400680542 0.41385942697525024 0.7683022022247314 0.7918088436126709 relative_progress False 50 50 50 False
3 02 positive 1.0754910707473755 0.16660422086715698 0.2815896272659302 0.5518062114715576 1.0387691259384155 1.0754910707473755 relative_progress False 50 50 50 False
4 03 negative -1.1482162475585938 0.44677555561065674 0.35495230555534363 0.19827206432819366 1.1482162475585938 1.054591417312622 relative_progress False 50 50 50 False
5 04 negative -1.1313621997833252 0.6154006123542786 0.08184759318828583 0.3027518689632416 1.1313621997833252 1.2142971754074097 relative_progress False 50 50 50 False
6 05 positive 0.9983435869216919 0.019440362229943275 0.1781618446111679 0.8023977875709534 0.8999792337417603 0.9983435869216919 relative_progress False 50 50 50 False
7 06 positive 1.2635153532028198 0.04338030517101288 0.12275035679340363 0.8338693380355835 1.089220643043518 1.2635153532028198 relative_progress False 50 50 50 False
8 07 positive 0.7555097937583923 0.024313107132911682 0.20876865088939667 0.7669181823730469 0.748427152633667 0.7555097937583923 relative_progress False 50 50 50 False
9 08 positive 0.906437873840332 0.018894990906119347 0.16367757320404053 0.8174274563789368 0.8192697763442993 0.906437873840332 relative_progress False 50 50 50 False
10 09 negative -1.5102474689483643 0.9667553901672363 0.016179252415895462 0.01706531085073948 1.5102474689483643 1.1577949523925781 relative_progress False 50 50 50 False
11 10 negative -1.4183083772659302 0.845405101776123 0.03885689750313759 0.11573806405067444 1.4183083772659302 1.3615806102752686 relative_progress False 50 50 50 False
12 11 negative -1.3695042133331299 0.6915677785873413 0.11874549835920334 0.18968670070171356 1.3695042133331299 1.220651626586914 relative_progress False 50 50 50 False
13 12 negative -1.1265901327133179 0.8298471570014954 0.11778073757886887 0.05237210541963577 1.1265901327133179 0.9112517237663269 relative_progress False 50 50 50 False
14 13 positive 0.8690536022186279 0.05612684041261673 0.46271824836730957 0.4811549782752991 1.0537734031677246 0.8690536022186279 relative_progress False 50 50 48 False
15 14 positive 0.9438773393630981 0.052272193133831024 0.43238261342048645 0.5153452157974243 0.8826612234115601 0.9438773393630981 relative_progress False 50 50 50 False
16 15 positive 1.1347935199737549 0.00835143681615591 0.04237542673945427 0.9492731094360352 0.6205173134803772 1.1347935199737549 relative_progress False 50 50 50 False
17 16 negative -1.5337121486663818 0.9742470383644104 0.014193418435752392 0.01155958790332079 1.5337121486663818 1.0518016815185547 relative_progress False 50 50 47 False
18 17 positive 1.2830696105957031 0.00731800589710474 0.02694552205502987 0.965736448764801 0.8673832416534424 1.2830696105957031 relative_progress False 50 50 50 False
19 18 neutral 0.0 0.36853352189064026 0.4732035994529724 0.15826284885406494 1.0774030685424805 0.9822005033493042 relative_progress False 50 50 50 False
20 19 positive 1.3935961723327637 0.4146651029586792 0.11420381814241409 0.4711310565471649 1.244720220565796 1.3935961723327637 relative_progress False 50 50 50 False
21 20 positive 1.0786213874816895 0.018150269985198975 0.14706102013587952 0.8347886800765991 0.8807858228683472 1.0786213874816895 relative_progress False 50 50 50 False