Llm Hallucination Mitigation Transformer Models
There are 12 llm hallucination mitigation models tracked. 1 score above 50 (established tier). The highest-rated is THU-BPM/MarkLLM at 68/100 with 829 stars and 133 monthly downloads. 1 of the top 10 are actively maintained.
Get all 12 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-hallucination-mitigation&limit=20"
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| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
THU-BPM/MarkLLM
MarkLLM: An Open-Source Toolkit for LLM Watermarking.（EMNLP 2024 System... |
|
Established |
| 2 |
git-disl/Vaccine
This is the official code for the paper "Vaccine: Perturbation-aware... |
|
Emerging |
| 3 |
zjunlp/Deco
[ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation |
|
Emerging |
| 4 |
HillZhang1999/ICD
Code & Data for our Paper "Alleviating Hallucinations of Large Language... |
|
Emerging |
| 5 |
voidism/DoLa
Official implementation for the paper "DoLa: Decoding by Contrasting Layers... |
|
Emerging |
| 6 |
kaist-cvml/I-HallA-v1.0
[AAAI 2025] Official Implementation of I-HallA v1.0 |
|
Experimental |
| 7 |
voidism/Lookback-Lens
Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual... |
|
Experimental |
| 8 |
Buyun-Liang/SECA
[NeurIPS 2025] SECA: Semantically Equivalent and Coherent Attacks for... |
|
Experimental |
| 9 |
BillChan226/HALC
[ICML 2024] Official implementation for "HALC: Object Hallucination... |
|
Experimental |
| 10 |
open-compass/ANAH
[ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO |
|
Experimental |
| 11 |
THU-KEG/WaterBench
[ACL2024-Main] Data and Code for WaterBench: Towards Holistic Evaluation of... |
|
Experimental |
| 12 |
mala-lab/HaMI
[NeurIPS 2025] Official implementation for ''Robust Hallucination Detection... |
|
Experimental |