Code and data for VTCBench, a VLM benchmark for long-context understanding capabilities under vision-text compression paradigm.
☆27Mar 16, 2026Updated 4 months ago
Alternatives and similar repositories for VTCBench
Users that are interested in VTCBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning.☆26Jul 20, 2026Updated 2 weeks ago
- This is the official repo of MLLM-CL.☆68May 16, 2026Updated 2 months ago
- [EMNLP'25 main] Official Implementation of ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guid…☆27Feb 8, 2026Updated 6 months ago
- [NeurIPS'25 Spotlight🔥] Official Implementation of RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness☆67Jun 24, 2026Updated last month
- [ICCV 2025] Official Implementation of Federated Continual Instruction Tuning☆17Aug 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLMs☆38Feb 28, 2026Updated 5 months ago
- [CVPR 2026] Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients☆23Jun 21, 2026Updated last month
- V-CAST: Video Curvature-Aware Spatio-Temporal Pruning for Efficient Video Large Language Models☆34Apr 16, 2026Updated 3 months ago
- [ICLR 2026] Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models☆29Mar 21, 2026Updated 4 months ago
- [CVPR 2026] Variation-aware Vision Token Dropping for Faster Large Vision-Language Models☆34May 27, 2026Updated 2 months ago
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆52Jul 30, 2025Updated last year
- [CVPR 2026] Accelerating Streaming Video Large Language Models via Hierarchical Token Compression☆70Jun 8, 2026Updated 2 months ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 2 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark☆96Jul 17, 2026Updated 3 weeks ago
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆22Jun 19, 2025Updated last year
- 🕵️ ArXiv Agent v1.0 - Your Intelligent Research Assistant☆27Dec 29, 2025Updated 7 months ago
- MemOCR: an OCR-driven visual memory agent.☆33May 17, 2026Updated 2 months ago
- Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types☆32Jul 16, 2025Updated last year
- Official Implementation of our ICML 2025 paper: "D-MoLE: Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction …☆27Jan 11, 2026Updated 6 months ago
- [NeurIPS 25] InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding☆23Jan 25, 2026Updated 6 months ago
- ☆13May 6, 2025Updated last year
- [ICML2026] OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models☆27May 21, 2026Updated 2 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆27Mar 5, 2026Updated 5 months ago
- [CVPR2026 Highlight] FlexMem: Scaling the Long Video Understanding of MLLMs via Visual Memory Mechanism☆34Apr 10, 2026Updated 4 months ago
- [NeurIPS 2025 🔥] Official implementation for "Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retenti…☆66Mar 5, 2026Updated 5 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆40May 26, 2025Updated last year
- [CVPR 2026] Official repository for "UniComp: Rethinking Video Compression Through Informational Uniqueness"☆27Feb 22, 2026Updated 5 months ago
- [NeurIPS 2025] Reasoning MLLM, Share-GRPO, advantage vanishing, sparse reward☆38Sep 19, 2025Updated 10 months ago
- [CVPR 2026] EarlyTom: Early Token Compression Completes Fast Video Understanding☆36Jun 22, 2026Updated last month
- [AAAI 2026] Offical implementation of "Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory".☆26Nov 13, 2025Updated 8 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆121Oct 12, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆42Jan 27, 2026Updated 6 months ago
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆76Jan 15, 2026Updated 6 months ago
- ☆11Jul 26, 2023Updated 3 years ago
- ☆42Jan 9, 2026Updated 7 months ago
- [CVPR 2026] FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding☆75Mar 16, 2026Updated 4 months ago
- ☆24Sep 12, 2024Updated last year
- (NeurIPS 2025 🔥) Official implementation for "Efficient Multi-modal Large Language Models via Progressive Consistency Distillation"☆49Feb 11, 2026Updated 5 months ago