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Explanation Plausibility on MDACE bigger (test)

41.4Precision

AttInGrad

Updated 3d ago

Evaluation Results

Method
AttInGrad 2024.06	41.4	43.2	42.2	37.7	2.7	60.3	74.8	43.7	33	44.4
AttInGrad 2024.06	41.2	42.1	41.5	37	2.8	59.1	73.5	43.2	32.7	44
AttInGrad 2024.06	40.9	43.9	42.2	38.1	2.5	60.8	74.2	44.1	33.2	44.7
AttInGrad 2024.06	39.7	44	41.7	37.2	2.3	60.8	74.4	43.3	32.9	44.2
a∇a 2024.06	38.9	36.9	37.7	32.7	16.9	52.9	63.8	40.3	30.9	41.6
Attention 2024.06	38.5	37.3	37.7	33.1	22.6	52.8	61	39.1	30	40.4
a∇a 2024.06	38.1	39.1	38.4	33.2	15.7	55.5	65.5	41.2	31.3	42.2
Attention 2024.06	38	39.1	38.5	33.5	21.2	54.5	62.1	39.6	30.4	41
Attention 2024.06	37.3	36.6	36.8	31.9	23.5	52.1	60.6	38.9	29.5	39.7
Attention 2024.06	36.2	36.8	36.4	31.4	22.2	52.4	61.1	38.1	29	39
a∇a 2024.06	35.7	34.4	34.9	29.5	18	50.2	61.6	37	28.5	38.3
a∇a 2024.06	34.6	36.3	35.3	30	16.5	52.2	63.5	37.4	28.9	38.9
IG 2024.06	34.3	33.5	33.8	27.9	5.9	49.6	64.3	35.6	28.4	38.2
InputXGrad 2024.06	33.9	33	33.2	27.6	10.5	47.1	62.4	33.2	27.6	37.1
IG 2024.06	33.8	33.6	33.6	27.7	5.9	50.6	65.2	35.9	28.4	38.2
Deeplift 2024.06	33.7	32	32.7	26.8	10.3	46	61.8	32.2	27.2	36.5
Deeplift 2024.06	33.2	32	32.5	26.3	9.4	46.1	62	31.9	27.1	36.5
IG 2024.06	33	32.9	32.9	26.6	5.9	49.3	64.3	34.5	27.9	37.5
InputXGrad 2024.06	32.4	31.9	32	25.7	10.1	45.6	60.8	31.6	26.8	36
InputXGrad 2024.06	32.3	34.3	33.1	26.9	8.8	48.3	63.5	32.7	27.5	36.9
IG 2024.06	32.2	31.8	31.8	25.7	5.7	48	63.1	34.1	26.9	36.2
InputXGrad 2024.06	31.1	31.7	31.3	24.5	9.7	45.2	60.6	30.7	26.2	35.3
Deeplift 2024.06	30.6	32.5	31.5	24.9	8.3	46.4	62.1	30.7	26.2	35.3
Deeplift 2024.06	30.2	31.7	30.8	24	8.9	45.3	61.1	30	25.8	34.7
Rollout 2024.06	1.8	25	3.3	0.4	0	25.8	32	0.4	0.5	0.7
Rollout 2024.06	1.7	23.8	3.2	0.3	0	24.5	31	0.4	0.5	0.7
Rollout 2024.06	1.7	24.8	3.1	0.4	0	25.4	31.3	0.4	0.5	0.7
Rollout 2024.06	1.7	25.2	3.2	0.4	0	25.5	31.7	0.4	0.6	0.8
Rand 2024.06	0.4	1	0.4	0.2	66.7	1.2	2.4	0.1	0.1	0.1
Rand 2024.06	0.4	1	0.4	0.5	66.9	1.2	2.5	0.1	0.1	0.1
Rand 2024.06	0.4	1.3	0.4	0.6	60.2	1.5	3	0.1	0.1	0.1
Rand 2024.06	0.4	0.8	0.4	0.4	74	0.9	1.9	0.1	0.1	0.1