PAct Min-Evidence Ablation

只改变输入 mask 中隐藏/微小 part 的 minimum evidence area,PAct sampler 保持官方默认 25/25,不传 CFG/step override,不做 VLM 分析。

runs.json

span1_cardinalityscore 45.83part MAE 1.20joint F1 0.146
span2_min_evidencescore 50.81part MAE 1.00joint F1 0.259
span3_overexpandedscore 43.52part MAE 1.20joint F1 0.086

#00 ArtVIP / major_appliances

input

GT parts: 7 · movable: 6

runscorepart MAEjoint F1
span1_cardinality48.9800.200
span2_min_evidence55.8700.364
span3_overexpanded40.5400.000

span1_cardinality

span2_min_evidence

span3_overexpanded

#04 GAPartNet / small_appliances

input

GT parts: 12 · movable: 11

runscorepart MAEjoint F1
span1_cardinality51.7730.333
span2_min_evidence68.7830.737
span3_overexpanded48.3820.211

span1_cardinality

span2_min_evidence

span3_overexpanded

#26 GAPartNet / electronics

input

GT parts: 21 · movable: 20

runscorepart MAEjoint F1
span1_cardinality45.6220.118
span2_min_evidence46.5210.114
span3_overexpanded45.1620.108

span1_cardinality

span2_min_evidence

span3_overexpanded

#73 PartNetMobility / electronics

input

GT parts: 31 · movable: 30

runscorepart MAEjoint F1
span1_cardinality44.3000.077
span2_min_evidence44.4100.080
span3_overexpanded45.0710.111

span1_cardinality

span2_min_evidence

span3_overexpanded

#97 PartNetMobility / major_appliances

input

GT parts: 6 · movable: 5

runscorepart MAEjoint F1
span1_cardinality38.4610.000
span2_min_evidence38.4610.000
span3_overexpanded38.4510.000

span1_cardinality

span2_min_evidence

span3_overexpanded