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

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Showing 471–480 of 1135 papers

TitleStatusHype
Aligning Text, Images, and 3D Structure Token-by-Token—0
Video Unlearning via Low-Rank Refusal Vector—0
Being Strong Progressively! Enhancing Knowledge Distillation of Large Language Models through a Curriculum Learning FrameworkCode0
Audio-Aware Large Language Models as Judges for Speaking Styles—0
Identifying Reliable Evaluation Metrics for Scientific Text RevisionCode0
On the Mechanism of Reasoning Pattern Selection in Reinforcement Learning for Language Models—0
SeedEdit 3.0: Fast and High-Quality Generative Image Editing—0
RELIC: Evaluating Compositional Instruction Following via Language Recognition—0
Unleashing Hour-Scale Video Training for Long Video-Language Understanding—0
Robust Anti-Backdoor Instruction Tuning in LVLMs—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