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Object Unlearning on Object-Parachute

4ESD

Text-only

Updated 1mo ago

Evaluation Results

Method	Links
Text-only 2025.07		4	54	24	4	2	2	8	2	2	88	19	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Text & R noise 2025.07		4	48	22	2	4	0	10	2	2	60	15.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-
P4D-K 2025.07		6	40	24	2	4	14	72	18	20	96	29.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Image-only 2025.07		20	92	96	88	92	86	96	90	88	84	83.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-
WACE-N 2025.07		30	84	46	10	10	6	26	4	6	88	31	-	-	-	-	-	-	-	-	-	-	-	-	-	-
P4D-N 2025.07		36	82	70	8	22	12	52	14	2	84	38.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-
UnlearnDiffAtk 2025.07		56	100	94	14	36	34	92	42	30	100	59.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-
WACE-C 2025.07		56	84	60	6	16	8	32	22	14	90	38.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CCE 2025.07		74	92	72	48	54	34	52	52	38	88	60.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Text & Image 2025.07		94	98	88	52	72	48	50	60	32	98	69.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RECALL 2025.07		100	100	100	94	100	88	98	96	94	100	97	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Text 2026.03		-	-	-	-	-	-	-	-	-	-	-	15.55	24.12	6.66	24.71	4.44	26.66	46.66	26.27	6.66	22.19	95.55	27.67	29.25	25.27
SneakyPrompt 2026.03		-	-	-	-	-	-	-	-	-	-	-	0	0	4.44	22.41	0	0	24.44	23.68	6.66	19.89	68.88	24.73	17.4	15.12
MMA 2026.03		-	-	-	-	-	-	-	-	-	-	-	44.44	24.28	13.33	24.2	6.66	21.89	64.44	26	6.66	23.96	100	27.27	39.25	24.6
Ring-A-Bell 2026.03		-	-	-	-	-	-	-	-	-	-	-	26.66	21.08	20	21.53	2.22	17.84	64.44	25.6	17.77	18.87	100	24.34	38.51	21.54
REFORGE 2026.03		-	-	-	-	-	-	-	-	-	-	-	93.33	26.93	71.11	25.93	57.77	24.16	91.11	27.75	11.11	20.45	97.77	27.33	70.36	25.43