SOTAVerified

Multi-modal Classification

Papers

Showing 110 of 31 papers

TitleStatusHype
Contrastive Audio-Visual Masked AutoencoderCode2
Multimodal Learning with Uncertainty Quantification based on Discounted Belief FusionCode1
PromptStyler: Prompt-driven Style Generation for Source-free Domain GeneralizationCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
UAVM: Towards Unifying Audio and Visual ModelsCode1
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal ClassificationCode1
Multi-modal Sarcasm Detection and Humor Classification in Code-mixed ConversationsCode1
Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework0
A Survey on Training-free Open-Vocabulary Semantic Segmentation0
A Comparative Study of Human Activity Recognition: Motion, Tactile, and multi-modal Approaches0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMTTop-1 Accuracy66.2Unverified
2CAV-MAE (Audio-Visual)Top-1 Accuracy65.9Unverified
3UAVMTop-1 Accuracy65.8Unverified
4AVTTop-1 Accuracy63.9Unverified
#ModelMetricClaimedVerifiedStatus
1CAV-MAEAverage mAP0.51Unverified
2UAVMAverage mAP0.5Unverified