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 911–920 of 1135 papers

TitleStatusHype
Following Instructions by Imagining and Reaching Visual Goals—0
Following Length Constraints in Instructions—0
Summarizing a virtual robot's past actions in natural language—0
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization—0
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption—0
Fox-1 Technical Report—0
From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models—0
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data—0
From “Before” to “After”: Generating Natural Language Instructions from Image Pairs in a Simple Visual Domain—0
Superficial Safety Alignment Hypothesis—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