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 231240 of 1135 papers

TitleStatusHype
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image EditingCode1
Lexicon Learning for Few-Shot Neural Sequence ModelingCode1
Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-TranslationCode1
Demystifying Domain-adaptive Post-training for Financial LLMsCode1
Curiosity-Driven Reinforcement Learning from Human FeedbackCode1
AllenAct: A Framework for Embodied AI ResearchCode1
Jatmo: Prompt Injection Defense by Task-Specific FinetuningCode1
DialFRED: Dialogue-Enabled Agents for Embodied Instruction FollowingCode1
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM WisdomCode1
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank AdaptationCode1
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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