OpenCodePapers
multi-task-language-understanding-on-include
Natural Language Understanding
Multi-task Language Understanding
Dataset Link
Results over time
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Paper
Code
Accuracy
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ModelName
ReleaseDate
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Introducing Claude Opus 5
✓ Link
89.8
Claude Opus 5
2026-07-24
Qwen3.5: Towards Native Multimodal Agents
✓ Link
85.6
Qwen3.5-397B-A17B
2026-02-16
Qwen3.5: Towards Native Multimodal Agents
✓ Link
82.8
Qwen3.5-122B-A10B
2026-02-16
Qwen3.5: Towards Native Multimodal Agents
✓ Link
81.6
Qwen3.5-27B
2026-02-16
Qwen3-VL Technical Report
✓ Link
80.0
Qwen3-VL-235B-A22B-Thinking
2025-11-26
Qwen3.5: Towards Native Multimodal Agents
✓ Link
79.7
Qwen3.5-35B-A3B
2026-02-16
Qwen3-Next
78.9
Qwen3-Next-80B-A3B-Instruct
2025-09-09
Qwen3 Technical Report
✓ Link
78.7
Qwen3-235B-A22B (Thinking)
2025-05-14
Qwen3 Technical Report
✓ Link
75.6
Qwen3-235B-A22B (Non-thinking)
2025-05-14
Qwen3.5: Towards Native Multimodal Agents
✓ Link
75.6
Qwen3.5-9B
2026-02-16
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
✓ Link
58.2
Apertus-70B-Instruct
2025-09-17
Tiny Aya: Bridging Scale and Multilingual Depth
✓ Link
45.1
Tiny Aya Global
2026-03-12
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