Meme Detection on Meme Detection benchmark leaderboard · SOTA2 Research

Meme Detection on Meme Detection

71Hatefulness AccuracyQuery-Retrieve-Conclude

Evaluation Results

Method	Links
Query-Retrieve-Conclude2026.06		71	70	80	79	67	67	69	68	70	70	71	71
Zero-shot Generated BKS2026.06		69	66	75	74	66	64	65	64	67	66	68	67
Vanilla2026.06		67	67	73	72	62	61	63	62	65	64	67	65
MemeAgent2026.06		66	63	61	49	60	56	61	65	62	58	62	59
MiND2026.06		66	65	70	68	61	59	62	61	64	62	65	63
Query-Retrieve-Conclude2026.06		66	62	67	64	64	62	65	62	66	61	66	62
Zero-shot Generated BKS2026.06		65	60	65	61	62	61	63	63	65	60	64	61
MemeAgent2026.06		64	60	67	65	62	41	64	60	62	59	64	57
Vanilla2026.06		63	61	64	62	60	59	61	60	63	61	62	61
MiND2026.06		63	60	68	64	61	58	63	59	64	60	64	57
Query-Retrieve-Conclude2026.06		61	59	63	60	62	61	62	59	64	60	62	60
Zero-shot Generated BKS2026.06		56	42	61	55	62	60	61	56	63	55	61	54
MemeAgent2026.06		55	43	60	45	60	45	56	42	58	46	58	44
Vanilla2026.06		54	45	59	52	58	57	50	34	61	54	56	48
MiND2026.06		54	60	57	50	59	56	55	47	60	53	58	44