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Video Question Answering on ActivityNet-QA

71.02Accuracy

Qwen3-VL + CurEvo

Updated 5d ago

Evaluation Results

Method
Qwen3-VL + CurEvo 2026.04	71.02	-	3.93	-	-
Qwen3-VL 2026.04	70.41	-	3.88	-	-
Qwen2.5-VL + CurEvo 2026.04	69.91	-	3.81	-	-
Qwen2.5-VL 2026.04	67.84	-	3.72	-	-
InternVL2.5 + CurEvo 2026.04	66.02	-	3.9	-	-
Penguin-VL 2026.03	65.2	-	-	-	-
LLaVA-NeXT-Video-DPO 2024.07	64.4	-	-	-	-
Video-LLaMA3 + CurEvo 2026.04	64.11	-	3.61	-	-
InternVL2.5 2026.04	64.11	-	3.84	-	-
InternVL3-8B 2026.03	63.9	-	-	-	-
Qwen3-VL 2026.03	63.7	-	-	-	-
MiniCPM-o-2.6 2026.03	63	-	-	-	-
InternVL2.5-8B 2026.03	62.8	-	-	-	-
Qwen2.5-Omni-7B 2026.03	62.7	-	-	-	-
VILA + CurEvo 2026.04	62.47	-	3.37	-	-
LLaVA-OneVision + CurEvo 2026.04	62.39	-	2.88	-	-
LLaVA-OV 2025.12	62.3	-	-	-	-
Video-LLaMA3 2026.04	62.04	-	3.49	-	-
Baichuan-Omni-1.5 2026.03	62	-	-	-	-
GPT 4o 2024.10	61.9	-	-	-	-
GPT-4o 2024.12	61.9	-	-	-	-
GPT-4o 2026.01	61.9	-	-	-	-
Penguin-VL 2026.03	61.5	-	-	-	-
PLLaVA 34B 2024.04	60.9	-	3.7	-	-
NVILA 2024.12	60.9	-	3.7	-	-
NVILA 2026.01	60.9	-	3.7	-	-
PPLLaVA 2024.11	60.7	-	3.6	-	-
VILA 2026.04	60.28	-	3.21	-	-
LLaVA-NeXT-Video-DPO 2024.07	60.2	-	-	-	-
LLaVA-Next-Video 2024.11	60.2	-	3.5	-	-
LinMU-NV 2026.01	60.1	-	3.6	-	-
InternVL-3.5 2026.03	60.1	-	-	-	-
Video-CCAM 2024.12	59.7	-	-	-	-
Qwen3-VL 2026.03	59.7	-	-	-	-
VITA-1.5 2026.03	59.6	-	-	-	-
GPT 4V 2024.10	59.5	-	-	-	-
LongVILA 2024.12	59.5	-	-	-	-
GPT4-V 2025.01	59.5	-	-	-	-
Baichuan-omni (7B) 2024.10	58.6	-	3.7	-	-
LLaVA-OneVision 2026.04	58.47	-	2.53	-	-
IG-VLM LLaVA 34B 2024.04	58.4	-	3.5	-	-
LVLM 2026.01	58.3	-	-	-	-
InternVL3.5 2026.03	58.3	-	-	-	-
Video-CCAM 2024.12	58	-	-	-	-
Gemini-1.5-Pro 2024.12	57.5	-	-	-	-
IG-VLM CogAgent 2024.04	57.3	-	3.6	-	-
VLM-RLAIF 2024.02	57.3	-	3.5	-	-
VLM-RLAIF 2024.11	57.3	-	3.5	-	-
LVLM 2026.01	57.3	-	-	-	-
IG-VLM LLaVA 13B 2024.04	57.1	-	3.5	-	-
PVC InternVL2 2024.12	57.1	-	-	-	-
PAVE-7B (w/ video feature) 2025.03	57.1	-	-	-	-
IG-VLM GPT-4V 2024.04	57	-	3.5	-	-
GPT-4V 2024.12	57	-	-	-	-
BLIP-3-Video 2024.12	56.9	-	-	-	-
Gemini 1.5 Pro 2024.10	56.7	-	-	-	-
LLaVA-OV 2024.12	56.6	-	-	-	-
LLaVA-OneVision 2024.12	56.6	-	-	-	-
LLaVA-OV-7B 2025.03	56.6	-	-	-	-
LLaVA-OV 2026.01	56.6	-	-	-	-
LLaVA-OneVision-7B 2026.02	56.6	-	-	-	-
LLaVA-OV 2026.03	56.6	-	-	-	-
LLaVA-Video 2024.12	56.5	-	-	-	-
LLaVA-Video-7B 2026.04	56.5	-	-	-	-
Show-o2 2026.03	56.4	-	-	-	-
PLLaVA 7B 2024.04	56.3	-	3.5	-	-
PLLaVA 13B 2024.04	56.3	-	3.6	-	-
PLLaVA 2024.11	56.3	-	3.5	-	-
PLLAVA 2024.12	56.3	-	-	-	-
PLLaVA 2026.01	56.3	-	-	-	-
PLLaVA 2026.01	56.3	-	-	-	-
Dynin-Omni 2026.03	56.3	-	-	-	-
PLLaVA 2025.01	56.3	-	3.5	-	-
LLaVA-NeXT-Interleave 2024.07	56.2	-	-	-	-
PPLLaVA 2024.11	56.1	-	3.4	-	-
LLaVA-OV-7B 2026.04	56	-	-	-	-
SWIM 2026.05	55.6	-	-	-	-
POINTS-Long (standby) 2026.04	55.4	-	-	52.7	-
LLaVA-NeXT-Interleave 2024.07	55.3	-	-	-	-
INST-IT 2026.05	55.2	-	-	-	-
POINTS-Long (standby) 2026.04	55.1	-	-	52.9	-
LLaVA-NeXT-Interleave 2024.07	55	-	-	-	-
VITA (8x7B) 2024.10	55	-	3.5	-	-
POINTS-Long (standby) 2026.04	54.7	-	-	53.8	-
POINTS-Long (focus) 2026.04	54.7	-	-	54.4	-
LLaVA-OV-7B 2026.03	54.5	-	3.55	-	-
IG-VLM LLaVA 7B 2024.04	54.3	-	3.4	-	-
POINTS1.5-8B (baseline) 2026.04	54.3	-	-	53.9	-
LLaVA-NeXT-Video 2024.07	53.5	-	-	-	-
LLaVA-Next-Video 2024.11	53.5	-	3.2	-	-
LLaVA-NeXT-Video (7B) 2024.10	53.5	-	3.2	-	-
LLaVA-NeXT-Video 2024.12	53.5	-	3.2	-	-
LLaVA-Mini 2025.01	53.5	-	3.5	-	-
LLaVA-NeXT 2025.12	53.5	-	3.2	-	-
LLaVA-Next-Video 2026.05	53.5	-	-	-	-
LLaVA-Octopus 2025.01	53.4	-	3.6	-	-
LLaVA-Octopus 2026.05	53.4	-	-	-	-
Full Tokens 2024.11	52.96	-	2.92	-	-
DyCoke 2024.11	52.81	-	2.92	-	-
PVC InternVL2 2024.12	52.8	-	-	-	-

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