OpenCodePapers

multi-task-language-understanding-on-c-eval

Natural Language UnderstandingMulti-task Language Understanding
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyModelNameReleaseDate
Qwen3.5: Towards Native Multimodal Agents✓ Link93.0Qwen3.5-397B-A17B2026-02-16
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning✓ Link92.8DeepSeek-R1-Zero2025-01-22
dots.llm1 Technical Report✓ Link92.2dots.llm1.inst2025-06-06
Qwen3.5-Omni Technical Report92.0Qwen3.5-Omni-Plus2026-04-21
Qwen3.5: Towards Native Multimodal Agents✓ Link91.9Qwen3.5-122B-A10B2026-02-16
Qwen3.6✓ Link91.4Qwen3.6-27B2026-04-21
ERNIE 4.5 Technical Report✓ Link90.6ERNIE-4.5-300B-A47B2025-06-30
Qwen3.5: Towards Native Multimodal Agents✓ Link90.5Qwen3.5-27B2026-02-16
LongCat-Flash Technical Report✓ Link90.44LongCat-Flash2025-09-01
SenseNova-U1.5: Towards Native Unified Visual Intelligence✓ Link90.41SenseNova-U1.5 8B-Think2026-09-10
Introducing efficiency focused "Thinking CAP" model series✓ Link90.3ThinkingCap-Qwen3.6-27B2026-07-06
Qwen3.5: Towards Native Multimodal Agents✓ Link90.2Qwen3.5-35B-A3B2026-02-16
Qwen3.6✓ Link90.0Qwen3.6-35B-A3B2026-04-21
Qwen3 Technical Report✓ Link89.6Qwen3-235B-A22B (Thinking)2025-05-14
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models✓ Link89.5InternVL3-78B2025-04-14
Kwai Keye-VL-2.0 Technical Report✓ Link89.2Keye-VL-2.0-30B-A3B2026-06-09
Qwen3.5: Towards Native Multimodal Agents✓ Link88.2Qwen3.5-9B2026-02-16
LLaDA2.0: Scaling Up Diffusion Language Models to 100B✓ Link86.75LLaDA2.0-flash2025-12-10
Scaling Embeddings Outperforms Scaling Experts in Language Models86.55LongCat-Flash-Lite (68.5B)2026-01-29
DeepSeek-V3 Technical Report✓ Link86.5DeepSeek-V32024-12-27
Qwen3 Technical Report✓ Link86.1Qwen3-235B-A22B (Non-thinking)2025-05-14
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture✓ Link85.89SenseNova-U1-A3B-MoT2026-05-12
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools✓ Link75.6GLM-4-9B-Chat2024-06-18
StepAudio 3 Gen Technical Report71.92StepAudio 3 Gen (pretrained)2026-09-11
Large Language Diffusion Models✓ Link70.5LLaDA 8B Base (5-shot)2025-02-14
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism✓ Link65.2DeepSeek LLM 67B Chat2024-01-05