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Meme Classification on HatefulMemes

91.1AUC

Qwen2-VL-7B

Updated 4d ago

Evaluation Results

Method
Qwen2-VL-7B 2025.02	91.1	82.1	-	-	-
LLaVA-1.5-7B 2025.02	89.7	80.9	-	-	-
VPD-55B 2025.02	89.2	80.8	-	-	-
Qwen2-VL-2B 2025.02	88.4	79.1	-	-	-
RGCL 2025.02	87	78.8	-	-	-
Qwen2-VL-7B 2025.02	86.3	78.6	-	-	-
HateCLIPper 2025.02	85.5	76.1	-	-	-
LLaVA-1.5-7B 2025.02	85.2	78.7	-	-	-
Qwen2-VL-2B 2025.02	84	76.2	-	-	-
CLIP 2025.02	79.8	72	-	-	-
RA-HMD 2025.02	77.1	69.3	-	-	-
FLAVA 2021.12	76.7	-	-	-	-
RA-HMD 2025.02	74.2	65.2	-	-	-
VisualBERT 2021.12	74.1	-	-	-	-
ViLBERT 2021.12	74.1	-	-	-	-
Qwen2-VL-7B 2025.02	72.3	60.6	-	-	-
Qwen2-VL-7B 2025.02	71.9	63.2	-	-	-
Qwen2-VL-7B 2025.02	71.5	63.8	-	-	-
Qwen2-VL-7B 2025.02	71.1	64.1	-	-	-
RA-HMD 2025.02	70.9	62.8	-	-	-
RGCL 2025.02	69.9	66.9	-	-	-
Qwen2-VL-2B 2025.02	64.8	54.2	-	-	-
Mod-Hate 2025.02	64.5	58	-	-	-
Qwen2-VL-2B 2025.02	64.1	59.7	-	-	-
LLaVA-1.5-7B 2025.02	63.8	59.4	-	-	-
LLaVA-1.5-7B 2025.02	63.7	57.6	-	-	-
LLaVA-1.5-7B 2025.02	63.4	57.2	-	-	-
CLIP-ViT-B/16 2021.12	63.4	-	-	-	-
LLaVA-1.5-7B 2025.02	63.1	56.4	-	-	-
Qwen2-VL-2B 2025.02	61.7	59.1	-	-	-
Qwen2-VL-2B 2025.02	61.3	53.8	-	-	-
InstructBLIP 2023.05	59.6	-	-	-	-
InstructBLIP 2023.05	57.5	-	-	-	-
Flamingo 2023.05	57	-	-	-	-
CLIP-ViT-B/16 (PMD) 2021.12	56.6	-	-	-	-
InstructBLIP 2023.05	56.6	-	-	-	-
InstructBLIP 2023.05	54.1	-	-	-	-
Flamingo 2023.05	53.7	-	-	-	-
BLIP-2 2023.05	53.7	-	-	-	-
BLIP-2 2023.05	53	-	-	-	-
BLIP-2 2023.05	52	-	-	-	-
BLIP-2 2023.05	50.6	-	-	-	-
Flamingo 2023.05	46.4	-	-	-	-
GPT-4o 2025.02	-	66.4	-	-	-
LOREHM 2025.02	-	65.6	-	-	-
GPT-4o 2025.02	-	71.3	-	-	-
CLIP 2022.10	-	55.9	-	-	-
nCLIP 2022.10	-	55.6	-	-	-
xCLIP 2022.10	-	58.5	-	-	-
CLIP 2022.10	-	53	-	-	-
nCLIP 2022.10	-	52.7	-	-	-
xCLIP 2022.10	-	52.5	-	-	-
Ours (Teacher) 2024.03	-	61	66	58	77
CLIP 2024.03	-	53	57	51	65
CuPL 2024.03	-	64	51	50	87
PaLI-X 2024.03	-	61	51	66	42
Ours (Student) 2024.03	-	52	56	50	64
CLIP+MLP 2024.03	-	60	48	65	38