Neuron Explanation Analysis on ADE20K benchmark leaderboard · SOTA2 Research

Neuron Explanation Analysis on ADE20K

27IoUClustered Compositional Explanations

Evaluation Results

Method
Clustered Compositional Explanations2023.10	27	99	96	54	34	64
Clustered Compositional Explanations2023.10	26	96	96	53	35	48
Clustered Compositional Explanations2023.10	26	99	98	55	33	38
Clustered Compositional Explanations2023.10	25	99	91	57	30	55
Clustered Compositional Explanations2023.10	20	77	83	43	27	52
Clustered Compositional Explanations2023.10	20	84	85	44	27	57
Clustered Compositional Explanations2023.10	15	60	69	37	20	61
Clustered Compositional Explanations2023.10	15	91	80	49	18	68
Clustered Compositional Explanations2023.10	14	63	74	35	20	61
Clustered Compositional Explanations2023.10	12	56	64	33	16	62
Clustered Compositional Explanations2023.10	12	65	67	33	17	48
Clustered Compositional Explanations2023.10	12	88	76	43	15	60
Clustered Compositional Explanations2023.10	11	42	62	28	18	56
Clustered Compositional Explanations2023.10	10	35	52	25	15	53
Clustered Compositional Explanations2023.10	10	63	56	29	14	54
Clustered Compositional Explanations2023.10	9	21	53	22	18	58
CoEx2023.10	8	14	53	15	18	57
Clustered Compositional Explanations2023.10	8	47	37	23	12	42
Clustered Compositional Explanations2023.10	6	27	23	14	13	27
CoEx2023.10	6	9	51	11	13	42
NetDissect2023.10	5	14	58	14	15	62
CoEx2023.10	5	24	22	14	11	23
NetDissect2023.10	5	5	52	7	15	40
NetDissect2023.10	3	25	32	15	13	27