datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sonic-o1
SONIC-O1: A Real-World Benchmark for Evaluating Multimodal Large Language Models on Audio-Video Understanding
🎯 What is SONIC-O1?
The first open-source benchmark for evaluating omnimodal video understanding with systematic fairness analysis. SONIC-O1 requires models to jointly process audio, video, and social context from real-world interactions—not just transcripts.
Key… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/sonic-o1.vecombot-dataset
VECOM — Bộ dữ liệu thị trường Thương mại điện tử Việt Nam (VEComBot)
Bộ dữ liệu phụ lục cho đồ án tốt nghiệp VEComBot — hệ thống Đa tác tử (Multi-Agent
System) phân tích và tổng hợp thị trường Thương mại điện tử Việt Nam (VECOM). Đây là
kho tài liệu nguồn và corpus đã qua xử lý (figure-aware) được nạp vào PostgreSQL/pgvector
để phục vụ cả nhánh MAS lẫn nhánh baseline naive RAG.
Mục đích: dùng cho nghiên cứu học thuật và tái lập kết quả đồ án. Các báo cáo gốc là
ấn phẩm công… See the full description on the dataset page: https://huggingface.co/datasets/binhtran23/vecombot-dataset.vectrix-art-e
Vectrix ART-E: Synthetic Email Agent Benchmark
A fully synthetic email corpus and task dataset for training and evaluating email search agents, built as a drop-in replacement for the Enron corpus used in OpenPipe's ART-E benchmark.
Key Result
A Qwen3.5-35B-A3B fine-tuned via GRPO on this synthetic dataset beats o3 on real Enron emails (86% vs 85%) — despite never seeing a single real email during training.
Dataset Contents
The dataset is available in two… See the full description on the dataset page: https://huggingface.co/datasets/TonicAI/vectrix-art-e.chimera-bench-v1
CHIMERA Bench v3.0 Mega
Comprehensive Hybrid Intelligence Metric for Excellence in Reasoning & Analysis
8503 articulated multi-step problems across 4 domains (larger than GSM8K).
Domain
Problems
Focus
MATH
3803
Multi-step word problems: shopping, speed/distance, geometry, combinatorics, algebra, number theory, calculus
CODE
1500
Code tracing, bug finding, algorithm design, complexity analysis, OOP, recursion
SCIENCE
1500
Physics (projectile, energy, circuits)… See the full description on the dataset page: https://huggingface.co/datasets/vectionlabs/chimera-bench-v1.autonomous-db-internals-vector-search-suite
⚡ Autonomous Database Internals, Vector Search Engines & Distributed Storage Suite (2026)
A Production-Grade, Verifiable Synthetic Corpus for Training Autonomous Database Kernel & Vector Retrieval LLMs
💼 Get Full 12,500-Row Enterprise Suite on Gumroad →
Full 10,000 SFT + 2,500 DPO Rows • 254.6 MB Pre-Indexed SQLite DB • RLVR/GRPO Sandboxed Testbed • Commercial License
⚡ Overview & Industry Problem
Deploying autonomous AI… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/autonomous-db-internals-vector-search-suite.