Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space Paper • 2602.06056 • Published Jan 19
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges Paper • 2605.00063 • Published Apr 30
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding Paper • 2606.05259 • Published Jun 3 • 39
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding Paper • 2606.05259 • Published Jun 3 • 39
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems Paper • 2605.04018 • Published May 5 • 41
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing Paper • 2601.16125 • Published Jan 22 • 13
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing Paper • 2601.16125 • Published Jan 22 • 13
LimRank: Less is More for Reasoning-Intensive Information Reranking Paper • 2510.23544 • Published Oct 27, 2025 • 9
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval Paper • 2510.09510 • Published Oct 10, 2025 • 8
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers Paper • 2507.06223 • Published Jul 8, 2025 • 14
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29, 2025 • 53
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval Paper • 2503.04644 • Published Mar 6, 2025 • 22