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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 691–700 of 1135 papers

TitleStatusHype
Language-Conditioned Goal Generation: a New Approach to Language Grounding in RL—0
The Perfect Blend: Redefining RLHF with Mixture of Judges—0
Language-guided Semantic Mapping and Mobile Manipulation in Partially Observable Environments—0
Adaptive Decoding via Latent Preference Optimization—0
Language Models are General-Purpose Interfaces—0
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning—0
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning—0
Language Models Benefit from Preparation with Elicited Knowledge—0
AdaGrad under Anisotropic Smoothness—0
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoIF (Llama3 70B)Inst-level loose-accuracy90.4—Unverified
2AutoIF (Qwen2 72B)Inst-level loose-accuracy88—Unverified
3GPT-4Inst-level loose-accuracy85.37—Unverified
4PaLM 2 SInst-level loose-accuracy59.11—Unverified