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Papers

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Showing 211–220 of 2177 papers

Title	Date	Tasks	Status	Hype
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios	Mar 7, 2024	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	2
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts	May 9, 2024	Image CaptioningInstruction Following	CodeCode Available	2
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement	Apr 2, 2025	DecoderImage Generation	CodeCode Available	2
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models	Oct 13, 2023	HallucinationImage Captioning	CodeCode Available	2
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models	Mar 19, 2024	Instruction Followingvisual instruction following	CodeCode Available	2
Calibrated Self-Rewarding Vision Language Models	May 23, 2024	HallucinationLanguage Modelling	CodeCode Available	2
Imp: Highly Capable Large Multimodal Models for Mobile Devices	May 20, 2024	QuantizationVisual Question Answering	CodeCode Available	2
Towards Vision-Language Geo-Foundation Model: A Survey	Jun 13, 2024	Earth ObservationImage Captioning	CodeCode Available	2
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models	Mar 22, 2024	Language ModellingLarge Language Model	CodeCode Available	2
HAAR: Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles	Dec 18, 2023	Question AnsweringVisual Question Answering	CodeCode Available	1

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified