Influential Training Sample Identification on Flowers benchmark leaderboard · SOTA2 Research

Influential Training Sample Identification on Flowers

96.41Top-5 Identification RateDMin

Evaluation Results

Method	Links
DMin2024.12		96.41	93.33	55.9	37.08
DMin2024.12		96.22	91.08	56.22	36.95
DMin2024.12		95.9	93.08	55.64	36.9
DMin2024.12		94.87	90	53.85	35.67
DMin2024.12		92.82	86.41	53.54	35.18
DMin2024.12		91.28	89.74	83.9	76.05
DMin2024.12		91.28	90.51	84.72	77.21
DMin2024.12		90.77	88.72	84.05	76.59
DMin2024.12		90.77	88.72	83.85	76.51
DMin2024.12		90.26	89.49	84.15	76.41
DMin2024.12		89.74	87.69	80.1	67.38
DMin2024.12		89.74	88.46	83.18	76.08
LiSSA2024.12		88.89	88.89	86.22	82.22
DMin2024.12		88.72	83.59	58.36	39.69
DMin2024.12		86.67	81.54	57.13	38.36
DMin2024.12		86.67	81.54	57.13	38.36
DMin2024.12		86.15	82.31	57.18	38.13
DMin2024.12		86.15	81.28	54.05	35.85
DMin2024.12		86.15	82.31	57.23	38.08
DataInf2024.12		85.56	85.56	78.78	66.83
DataInf2024.12		85.56	85.56	78.78	66.83
LiSSA2024.12		51.43	45.71	34.86	29.29
DataInf2024.12		41.25	40.62	31.88	26.87
DataInf2024.12		41.25	40.62	31.88	26.87
SSIM2024.12		20	10	2.2	1.3
SSIM2024.12		18	9	2	1.6
SSIM2024.12		18	9.67	2	1.17
DMin2024.12		13.33	11.54	11.38	10.28
Random Selection2024.12		0	0	2	1
CLIP Similarity2024.12		0	0	0	0
Random Selection2024.12		0	0	2	1
CLIP Similarity2024.12		0	0	0	0
Random Selection2024.12		0	0	2	1
CLIP Similarity2024.12		0	0	0	0