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 76–100 of 399 papers

TitleStatusHype
A General Knowledge Injection Framework for ICD CodingCode1
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language ModelCode1
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language ModelsCode1
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature ExpertsCode1
Importance-based Neuron Allocation for Multilingual Neural Machine TranslationCode1
Knowledge Graph Contrastive Learning for RecommendationCode1
Few-Shot Class-Incremental Learning via Class-Aware Bilateral DistillationCode1
FuseChat-3.0: Preference Optimization Meets Heterogeneous Model FusionCode1
Towards Task Sampler Learning for Meta-LearningCode1
Generative Pre-Training from MoleculesCode1
CurriculumLoc: Enhancing Cross-Domain Geolocalization through Multi-Stage RefinementCode1
Dual Modality Prompt Tuning for Vision-Language Pre-Trained ModelCode1
CityBench: Evaluating the Capabilities of Large Language Models for Urban TasksCode1
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language ModelsCode1
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented GenerationCode1
CC-Riddle: A Question Answering Dataset of Chinese Character RiddlesCode1
Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank DecompositionCode1
Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPTCode1
DIAGen: Diverse Image Augmentation with Generative ModelsCode1
Bert4XMR: Cross-Market Recommendation with Bidirectional Encoder Representations from TransformerCode1
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report GenerationCode1
Better Question-Answering Models on a BudgetCode1
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language ModelsCode1
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion RecognitionCode1
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesCode1
Show:102550
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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