Tag: AI Benchmarks
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EmoTrans Benchmark for Emotion Transitions in Multimodal LLMs
Discover EmoTrans, a new benchmark to evaluate emotion understanding and prediction in multimodal large language models across dynamic social contexts.
Evaluating Small Object Understanding in Multimodal LLMs
Discover how SOUBench benchmarks multimodal large language models' ability to understand small objects and improve performance with SOU-Train.
Evaluating Large Language Models for Symbolic Reasoning on Time Series
Discover how Large Language Models perform symbolic reasoning on time series with SymbolBench, a new benchmark for AI scientific discovery.
Multi-Graph Reasoning with Vision-Language Models Benchmark
Explore the first benchmark for multi-graph reasoning using Vision-Language Models, enhancing graph understanding and cross-modal intelligence.
CGC: Enhancing Fine-Grained Multi-Image Understanding
Discover how CGC improves fine-grained multi-image understanding in MLLMs using contrastive learning and spatial rewards for better AI accuracy.