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get_chunk

Syntologyentry name in harvested coderead from the graph 2026-09-24

get_chunk appears in the code Syntology harvested for 197 papers, as 16 distinct code bodies found in 203 places (a place is one code body under one paper). At least one of them ran in 193 of the papers; 8 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named get_chunk do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 9 of the 16 distinct code bodies named get_chunk; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
0ran · fixture could not drive it
3ran
7unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 66 of the 203 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

100 papers shown of 197 (newest first; the JSON twin carries all 203 places); 105 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 14 papers added by Syntology; 16 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Beyond Language Priors: Diagnosing and Fixing Visual-Origin Hallucinations in Multimodal LLM added by Syntology 2026-09 (from id) zxp555/ACFT_MM26/ACFT/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Certified but Private: Scalable Zero-Knowledge Proofs for Neural Network Guarantees added by Syntology 2026-08 (from id) youweizhong/PANDA/evaluation/config.py c39616a6f06d7a49 unverified MIT (permissive)
DIVE: Dynamic Iterative Visual Evidence Construction for Efficient Vision-Language Models added by Syntology 2026-08 (from id) Zhong-Chenchen/DIVE/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MLLM-DataEngine: Closing the Loop of Multimodal Instruction Tuning Data Generation added by Syntology 2026-07 (from id) opendatalab/MLLM-DataEngine/LLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis added by Syntology 2026-05 (from id) isjinghao/OralAgent/oralagent/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models added by Syntology 2026-04 (from id) SAI-Lab-NYU/WSVD/e2e/infer_llava.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models added by Syntology 2026-03 (from id) Jingchensun/beta-kd/mobilevlm/eval/model_vqa_loader.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit added by Syntology 2026-02 (from id) EIT-NLP/HiDrop/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions added by Syntology 2026-02 (from id) lchen1019/Align-TI/alignti/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Benchmarking Direct Preference Optimization for Medical Large Vision-Language Models added by Syntology 2026-01 (from id) dmis-lab/med-vlm-dpo/inference/LLaVA-Med/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
DeepMoLM: Leveraging Visual and Geometric Structural Information for Molecule-Text Modeling added by Syntology 2026-01 (from id) 1anj/DeepMoLM/llava/eval/model_vqa_video.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Cross-Layer Injection for Deep Vision-Language Fusion added by Syntology 2026-01 (from id) codefuse-ai/CLI/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models added by Syntology 2025-10 (from id) SAI-Lab-NYU/QSVD/fake_quant/eval_llavanext_vizwiz.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Spatial Preference Rewarding for MLLMs Spatial Understanding added by Syntology 2025-10 (from id) hanqiu-hq/SPR/construct_data/ferret_score_siglip.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2507.18300 2025-07 (from id) 360CVGroup/LMM-Det/llava/eval/model_coco_owlv2.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs 1 Jul 2025 CnFaker/LLaVA-SP/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation 20 Jun 2025 tliby/unifork/unifork/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs 12 Jun 2025 theia-4869/cdpruner/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors 30 May 2025 LaVi-Lab/Video-3D-LLM/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning? 29 May 2025 llyx97/video_reason_bench/eval_api.py cda3e7eebb6da37a ran · our draft was wrong fingerprinted no licence file found · pointer only
Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models 27 May 2025 jefferyzhan/griffon/griffon/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
LaViDa: A Large Diffusion Language Model for Multimodal Understanding 22 May 2025 jacklishufan/lavida/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning 5 May 2025 yfzhang114/r1_reward/inference/MM-RLHF-Reward/r1_reward.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation 1 May 2025 vaidehi99/unlok-vqa/LLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation 26 Apr 2025 BasitAlawode/MR-PLIP/generate_text.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation 21 Apr 2025 SEU-VIPGroup/FG-BMK/demo/human_evaluation/human_evaluation_demo.py 49a93847dfeff479 ran · our draft was wrong fingerprinted no licence file found · pointer only
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement 10 Apr 2025 identical code first harvested elsewhere 42a46570620cd9fa ran · our draft was wrong fingerprinted licence of this copy not recorded
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement 10 Apr 2025 si0wang/thinklite-vl/eval/model_ai2d_qwen.py e6e072225bd8f400 ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2504.00502 2025-04 (from id) icip-cas/ShortV/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling 17 Mar 2025 hustvl/MaTVLM/tinyllava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning 14 Mar 2025 OPTML-Group/VLM-Safety-Unlearn/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing 13 Mar 2025 1999Lyd/KVTP/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models 13 Mar 2025 shawntan86/tokencarve/TokenCarve/TokenCarve_model_vqa_loader.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization 18 Feb 2025 taco-group/re-align/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More 17 Feb 2025 zichenwen1/dart/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation 14 Feb 2025 dcdmllm/healthgpt/HealthGPT/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
EVEv2: Improved Baselines for Encoder-Free Vision-Language Models 10 Feb 2025 baaivision/EVE/EVEv1/eve/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
VideoRoPE: What Makes for Good Video Rotary Position Embedding? 7 Feb 2025 wiselnn570/videorope/eval/model_longvideobench_qwen2_vl.py e32e49fba862aa72 unverified Apache-2.0 (permissive)
VideoRoPE: What Makes for Good Video Rotary Position Embedding? 7 Feb 2025 wiselnn570/videorope/eval/model_videohallucer.py b6f76fcc05062c30 unverified Apache-2.0 (permissive)
MedRAX: Medical Reasoning Agent for Chest X-ray 4 Feb 2025 bowang-lab/medrax/medrax/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key 16 Jan 2025 zhyang2226/opa-dpo/eval_llava_rlhf_coco/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT recorded; this copy not marked cleared · pointer only
Tarsier2: Advancing Large Vision-Language Models from Detailed Video Description to Comprehensive Video Understanding 14 Jan 2025 identical code first harvested elsewhere 42a46570620cd9fa ran · our draft was wrong fingerprinted licence of this copy not recorded
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering 16 Dec 2024 bibisbar/LLaVA-Steering/tinyllava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering 16 Dec 2024 bibisbar/LLaVA-Steering/tinyllava/eval/model_vqa_chair.py 01c6b696dad5f567 unverified Apache-2.0 (permissive)
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition 12 Dec 2024 dvlab-research/Lyra/lyra/eval/model_lyra_image_speech.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DriveMM: All-in-One Large Multimodal Model for Autonomous Driving 10 Dec 2024 zhijian11/DriveMM/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization 9 Dec 2024 aiming-lab/mmedpo/inference/llava-med-1.5_report.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs 8 Dec 2024 thu-mig/vtc-cls/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
TeamCraft: A Benchmark for Multi-Modal Multi-Agent Systems in Minecraft 6 Dec 2024 teamcraft-bench/teamcraft/llava_teamcraft/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay 5 Dec 2024 mcg-nju/p-mod/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression 5 Dec 2024 codefanw/flashsloth/flashsloth/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning 4 Dec 2024 lavi-lab/aim/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Agri-LLaVA: Knowledge-Infused Large Multimodal Assistant on Agricultural Pests and Diseases 3 Dec 2024 kki2eve/agri-llava/agri_llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs 2 Dec 2024 theia-4869/fastervlm/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification 1 Dec 2024 Osilly/dynamic_llava/llava/dynamic_eval/model_lvis_for_meteor.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering 25 Nov 2024 aimagelab/reflectiva/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens 23 Nov 2024 zhangqijiang07/middle_layers_indicating_hallucinations/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration 25 Nov 2024 om-ai-lab/ZoomEye/ZoomEye/eval/perform_zoom_eye.py d61cdd0662f59fed ran · our draft was wrong fingerprinted no licence file found · pointer only
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models 22 Nov 2024 kd-tao/dycoke/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models 21 Nov 2024 dongyh20/insight-v/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset 18 Nov 2024 meize0729/ccexpert/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models 17 Nov 2024 tingyu215/ts-llava/llava/eval/run_inference_benchmark_consistency.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model 16 Nov 2024 liuting20/mustdrop/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization 5 Nov 2024 yuxixie/v-dpo/llava_dpo/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
R-CoT: Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models 23 Oct 2024 dle666/r-cot/GeoQA_test/model_vqa_rcot7b.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models 23 Oct 2024 liuziyu77/mia-dpo/LLaVA-Hound-DPO/chatuniv/ChatUniVi/eval/model_coco_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction 22 Oct 2024 cooperx521/pyramiddrop/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models 21 Oct 2024 Fantasyele/LLaVA-KD/llavakd/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Improve Vision Language Model Chain-of-thought Reasoning 21 Oct 2024 riflezhang/llava-hound-dpo/llava_hound_dpo/inference/run_inference_video_caption.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models 16 Oct 2024 richard-peng-xia/MMed-RAG/train/dpo/povid_infer.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
MoH: Multi-Head Attention as Mixture-of-Head Attention 15 Oct 2024 pku-yuangroup/chat-univi/ChatUniVi/eval/model_coco_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Text4Seg: Reimagining Image Segmentation as Text Generation 13 Oct 2024 mc-lan/Text4Seg/ms-swift/text4seg/infer_refer_seg.py fec9d7679b542a15 ran licence not identified · pointer only
Q-VLM: Post-training Quantization for Large Vision-Language Models 10 Oct 2024 changyuanwang17/qvlm/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate 9 Oct 2024 shikiw/modality-integration-rate/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
Personalized Visual Instruction Tuning 9 Oct 2024 sterzhang/pvit/personalize-llava/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time 9 Oct 2024 dripnowhy/eta/llava/eval/model_vqa_loader_eta.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Treat Visual Tokens as Text? But Your MLLM Only Needs Fewer Efforts to See 8 Oct 2024 ZhangAIPI/YOPO_MLLM_Pruning/LLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference 6 Oct 2024 Gumpest/SparseVLMs/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models 4 Oct 2024 1zhou-Wang/MemVR/eval/glm_model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
EMMA: Efficient Visual Alignment in Multi-Modal LLMs 2 Oct 2024 saraghazanfari/emma/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity 20 Sep 2024 deeplearnxmu/avg-llava/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Explanation Bottleneck Models 26 Sep 2024 yshinya6/xbm/xbm-llava/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning 26 Sep 2024 identical code first harvested elsewhere 42a46570620cd9fa ran · our draft was wrong fingerprinted licence of this copy not recorded
EventHallusion: Diagnosing Event Hallucinations in Video LLMs 25 Sep 2024 identical code first harvested elsewhere 42a46570620cd9fa ran · our draft was wrong fingerprinted licence of this copy not recorded
CDChat: A Large Multimodal Model for Remote Sensing Change Description 24 Sep 2024 techmn/cdchat/cdchat/eval/batch_cdchat_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
M$^2$PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning 24 Sep 2024 william-wang618/mmpt-emnlp2024/M2PT/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension 23 Sep 2024 identical code first harvested elsewhere 42a46570620cd9fa ran · our draft was wrong fingerprinted licence of this copy not recorded
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information 21 Sep 2024 GasolSun36/SURf/initial/generate_initial_data.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information 21 Sep 2024 GasolSun36/SURf/eval/pope.py 06d40f4711e62357 ran fingerprinted no licence file found · pointer only
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information 21 Sep 2024 gasolsun36/surf/initial/tool_evaluate.py 8a203abf91abfcad ran fingerprinted no licence file found · pointer only
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images 19 Sep 2024 journeybench/journeybench/automatic-qa-generator/baseline/llava_model_vcr.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs 17 Sep 2024 freedomintelligence/trim/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MotIF: Motion Instruction Fine-tuning 16 Sep 2024 Minyoung1005/motif/LLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models 16 Sep 2024 ywh187/fitprune/LLaVA_1.5/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
LIME: Less Is More for MLLM Evaluation 10 Sep 2024 kangreen0210/lime/llava_next_110B.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM Prompts 4 Sep 2024 Liuxinyv/HiPrompt/LLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture 4 Sep 2024 freedomintelligence/longllava/benchmarks/MVBench/model_mvbench_qa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information 2 Sep 2024 banjiuyufen/Recoverable-Compression/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models 30 Aug 2024 pengshuai-rin/multimath/eval_mathverse/infer.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities 23 Aug 2024 360cvgroup/inner-adaptor-architecture/iaa/eval/model_vqa_loader_llama3.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Visual Agents as Fast and Slow Thinkers 16 Aug 2024 guangyans/sys2-llava/ROILLaVA/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)
Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation 7 Aug 2024 xjjxmu/qslaw/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine 6 Aug 2024 UCSC-VLAA/MedTrinity-25M/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted no licence file found · pointer only
Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs 31 Jul 2024 hasanar1f/llava-hallunication-fix/modPAI/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training 31 Jul 2024 idea-finai/ragllava/llava/eval/model_vqa.py 42a46570620cd9fa ran · our draft was wrong fingerprinted MIT (permissive)

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