Cheng Zhang

Not Another Text Benchmark: Putting the "Visual" Back in Visual Question Answering for Large Video Models

Three new vision-centric evaluation benchmarks in temporal frame retrieval, video future prediction, and causal memory distortion are introduced, all designed around evaluating visual understanding capabilities in large video models, which complements the existing approaches to evaluate video understanding in frontier...