Alternatives and similar repositories for FIRE

Users that are interested in FIRE are comparing it to the libraries listed below

• mat-agent / MAT-Agent
  MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)
  ☆67Updated 4 months ago
• UMass-Embodied-AGI / CHAIC
  [NeurIPS D&B Track 2024] Source code for the paper "Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge…
  ☆22Updated 5 months ago
• ChenYi99 / EgoPlan
  [IJCV] EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning
  ☆74Updated 10 months ago
• edchengg / infoseek_eval
  EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions
  ☆25Updated last year
• Gabesarch / grounded-rl
  ☆99Updated 3 months ago
• THUNLP-MT / EscapeCraft
  Official repo for EscapeCraft (an 3D environment for room escape) and benchmark MM-Escape. This work is accepted by ICCV 2025.
  ☆34Updated 3 months ago
• LightChen233 / M3CoT
  ☆84Updated last year
• PlusLabNLP / VISCO
  [CVPR 2025] VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
  ☆14Updated 4 months ago
• SCAI-JHU / MuMA-ToM
  MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
  ☆32Updated 9 months ago
• thunlp / EmbodiedEval
  Evaluate Multimodal LLMs as Embodied Agents
  ☆54Updated 8 months ago
• EmbodiedGPT / EgoCOT_Dataset
  ☆54Updated last year
• szxiangjn / world-model-for-language-model
  ☆131Updated last year
• GuangyanS / Sys2-LLaVA
  ☆28Updated 8 months ago
• DAMO-NLP-SG / CMM
  ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
  ☆49Updated 3 months ago
• zeyofu / ReFocus_Code
  Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]
  ☆40Updated 3 months ago
• shiqichen17 / AdaptVis
  Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
  ☆51Updated 5 months ago
• Timothyxxx / WorldModelPapers
  Paper collections of the continuous effort start from World Models.
  ☆186Updated last year
• DoubtedSteam / MM-GCoT
  The official implement of "Grounded Chain-of-Thought for Multimodal Large Language Models"
  ☆17Updated 3 months ago
• mu-cai / TemporalBench
  TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models
  ☆37Updated 11 months ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆84Updated 9 months ago
• yliu-cs / SSR
  [NeurIPS'25] SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
  ☆25Updated 2 weeks ago
• 2toinf / IVM
  [NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"
  ☆39Updated 11 months ago
• bigai-nlco / LatentSeek
  Official Repository of LatentSeek
  ☆66Updated 4 months ago
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆62Updated last year
• HaozheZhao / MIC_tool
  ☆14Updated last year
• chen-judge / SPC
  [NeurIPS 25] The official implementation of SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
  ☆23Updated last month
• chengzu-li / MVoT
  Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)
  ☆53Updated 6 months ago
• yyyybq / Awesome-Spatial-Reasoning
  A paper list for spatial reasoning
  ☆144Updated 4 months ago
• yale-nlp / TOMATO
  ☆33Updated 11 months ago
• snumprlab / capeam
  Official Implementation of CAPEAM (ICCV'23)
  ☆13Updated 10 months ago