SOTAVerified

General Knowledge

This task aims to evaluate the ability of a model to answer general-knowledge questions.

Source: BIG-bench

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 399 papers

TitleStatusHype
Dobby: A Conversational Service Robot Driven by GPT-4—0
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models—0
Domain Specific, Semi-Supervised Transfer Learning for Medical Imaging—0
Dominance-based Rough Set Approach, basic ideas and main trends—0
Efficient illumination angle self-calibration in Fourier ptychography—0
Enabling Autonomic Microservice Management through Self-Learning Agents—0
Enhance Graph Alignment for Large Language Models—0
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation—0
Enhancing Target-unspecific Tasks through a Features Matrix—0
Evaluating Company-specific Biases in Financial Sentiment Analysis using Large Language Models—0
Evaluating Consistency and Reasoning Capabilities of Large Language Models—0
Evaluating Polish linguistic and cultural competency in large language models—0
Evident: a Development Methodology and a Knowledge Base Topology for Data Mining, Machine Learning and General Knowledge Management—0
Explainable Hierarchical Imitation Learning for Robotic Drink Pouring—0
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation—0
Explicit Utilization of General Knowledge in Machine Reading Comprehension—0
Exploring Safety-Utility Trade-Offs in Personalized Language Models—0
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet?—0
Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Fast constrained sampling in pre-trained diffusion models—0
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation—0
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM—0
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing Agents—0
GALA: Generating Animatable Layered Assets from a Single Scan—0
Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana—0
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers—0
Generative Meta-Learning for Zero-Shot Relation Triplet Extraction—0
Generative Retrieval and Alignment Model: A New Paradigm for E-commerce Retrieval—0
GeoEdit: Geometric Knowledge Editing for Large Language Models—0
GFDC: Graph Function Dependence for Logically Consistent Dialogue Response Beyond Persona Data—0
GOT4Rec: Graph of Thoughts for Sequential Recommendation—0
GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning—0
Hierarchical Inductive Transfer for Continual Dialogue Learning—0
Hierarchical Inductive Transfer for Continual Dialogue Learning—0
How to Complete Domain Tuning while Keeping General Ability in LLM: Adaptive Layer-wise and Element-wise Regularization—0
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian—0
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge—0
Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge—0
INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning—0
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective—0
A new algorithm for Subgroup Set Discovery based on Information Gain—0
Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding—0
Integration of Imitation Learning using GAIL and Reinforcement Learning using Task-achievement Rewards via Probabilistic Graphical Model—0
Intelligent Conversational Bot for Massive Online Open Courses (MOOCs)—0
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic AI Era—0
Investigating Forgetting in Pre-Trained Representations Through Continual Learning—0
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI—0
Joint Embedding Learning of Educational Knowledge Graphs—0
Juru: Legal Brazilian Large Language Model from Reputable Sources—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Chinchilla-70B (few-shot, k=5)Accuracy94.3—Unverified
2Gopher-280B (few-shot, k=5)Accuracy93.9—Unverified
3Chinchilla-70B (few-shot, k=5)Accuracy 85.7—Unverified
4Gopher-280B (few-shot, k=5)Accuracy 84.8—Unverified
5Gopher-280B (few-shot, k=5)Accuracy84.2—Unverified
6Gopher-280B (few-shot, k=5)Accuracy 84.1—Unverified
7Gopher-280B (few-shot, k=5)Accuracy 83.9—Unverified
8Gopher-280B (few-shot, k=5)Accuracy83.3—Unverified
9Gopher-280B (few-shot, k=5)Accuracy 81.8—Unverified
10Gopher-280B (few-shot, k=5)Accuracy 81—Unverified