SOTAVerified

Instruction Following

Instruction following is the basic task of the model. This task is dedicated to evaluating the ability of the large model to follow human instructions. It is hoped that the model can generate controllable and safe answers.

Papers

Showing 2130 of 1135 papers

TitleStatusHype
QLoRA: Efficient Finetuning of Quantized LLMsCode6
Visual Instruction TuningCode6
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model SocietyCode6
LeVo: High-Quality Song Generation with Multi-Preference AlignmentCode5
ShowUI: One Vision-Language-Action Model for GUI Visual AgentCode5
Aria: An Open Multimodal Native Mixture-of-Experts ModelCode5
Jamba-1.5: Hybrid Transformer-Mamba Models at ScaleCode5
LiveBench: A Challenging, Contamination-Limited LLM BenchmarkCode5
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsCode5
LAB: Large-Scale Alignment for ChatBotsCode5
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoIF (Llama3 70B)Inst-level loose-accuracy90.4Unverified
2AutoIF (Qwen2 72B)Inst-level loose-accuracy88Unverified
3GPT-4Inst-level loose-accuracy85.37Unverified
4PaLM 2 SInst-level loose-accuracy59.11Unverified