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 301–350 of 399 papers

TitleStatusHype
ViKiNG: Vision-Based Kilometer-Scale Navigation with Geographic Hints—0
QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions—0
Autonomous Intelligent Software Development—0
A Unified Industrial Large Knowledge Model Framework in Industry 4.0 and Smart Manufacturing—0
Assessing Look-Ahead Bias in Stock Return Predictions Generated By GPT Sentiment Analysis—0
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation—0
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives—0
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training—0
Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources—0
Visual Question Answering as Reading Comprehension—0
Rethinking Two Consensuses of the Transferability in Deep Learning—0
A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation—0
Are Longer Prompts Always Better? Prompt Selection in Large Language Models for Recommendation Systems—0
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning—0
SAGE: Smart home Agent with Grounded Execution—0
Are LLMs Good Cryptic Crossword Solvers?—0
Applying SoftTriple Loss for Supervised Language Model Fine Tuning—0
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation—0
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds—0
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation—0
Sample-Efficient Behavior Cloning Using General Domain Knowledge—0
Scalable Multi-Domain Adaptation of Language Models using Modular Experts—0
AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis—0
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI—0
When Life gives you LLMs, make LLM-ADE: Large Language Models with Adaptive Data Engineering—0
Score: A Rule Engine for the Scone Knowledge Base System—0
scReader: Prompting Large Language Models to Interpret scRNA-seq Data—0
Sculpting [CLS] Features for Pre-Trained Model-Based Class-Incremental Learning—0
An Energy Ontology for Global City Indicators (ISO 37120)—0
Analysis of Watson's Strategies for Playing Jeopardy!—0
An Ad-hoc graph node vector embedding algorithm for general knowledge graphs using Kinetica-Graph—0
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models—0
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models—0
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making—0
An Adaptive Deep Learning Framework for Day-ahead Forecasting of Photovoltaic Power Generation—0
All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era—0
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge—0
Some Epistemological Problems with the Knowledge Level in Cognitive Architectures—0
Specifying Conceptual Models Using Restricted Natural Language—0
Spirit Distillation: A Model Compression Method with Multi-domain Knowledge Transfer—0
Spoken Conversational Search for General Knowledge—0
STELLA: Towards Protein Function Prediction with Multimodal LLMs Integrating Sequence-Structure Representations—0
Stop Words for Processing Software Engineering Documents: Do they Matter?—0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering—0
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking—0
Successive POI Recommendation via Brain-inspired Spatiotemporal Aware Representation—0
A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming—0
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level—0
TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions—0
"When Words Fail, Emojis Prevail": Generating Sarcastic Utterances with Emoji Using Valence Reversal and Semantic Incongruity—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