{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"4. 逐问题读结果，别只看总准确率","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html","markdown":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.md","pages":[{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","unit":"4. 逐问题读结果，别只看总准确率","unitId":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","chapter":"course","number":1}],"aliases":[{"oldId":"b-3050085c1967a09192ef3bd4","targetId":"b-3050085c1967a09192ef3bd4","page":"reading-opening","operation":"move","beforeSHA256":"926fc2429c1a5c837765e5152b3b61fda31c10537785a439d49dec46e82a8536","afterSHA256":"926fc2429c1a5c837765e5152b3b61fda31c10537785a439d49dec46e82a8536","reason":"Same source body in authored semantic page"},{"oldId":"b-f2eec37596a46b15e4af046b","targetId":"b-f2eec37596a46b15e4af046b","page":"reading-opening","operation":"move","beforeSHA256":"68df6b228d207c33f9d90747cdf839d190fa1f7bcd82646844f7d257968445e7","afterSHA256":"68df6b228d207c33f9d90747cdf839d190fa1f7bcd82646844f7d257968445e7","reason":"Same source body in authored semantic page"},{"oldId":"b-25ca305eacdc0713fd99ea27","targetId":"b-25ca305eacdc0713fd99ea27","page":"reading-opening","operation":"move","beforeSHA256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","afterSHA256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","reason":"Same source body in authored semantic page"},{"oldId":"b-b97fcd17600551e98a4c2b19","targetId":"b-b97fcd17600551e98a4c2b19","page":"reading-opening","operation":"move","beforeSHA256":"5790b0afb52508f0174b1bc581f7847035a51c5c2a46e5c821bcd9d5d61bcbb0","afterSHA256":"5790b0afb52508f0174b1bc581f7847035a51c5c2a46e5c821bcd9d5d61bcbb0","reason":"Same source body in authored semantic page"},{"oldId":"b-e8042f985fc46ff06ab7b7a5","targetId":"b-e8042f985fc46ff06ab7b7a5","page":"reading-opening","operation":"move","beforeSHA256":"1fe68838bac1f3e94024769f31316795734a73b8163daa4afe9dffeb19a16c42","afterSHA256":"1fe68838bac1f3e94024769f31316795734a73b8163daa4afe9dffeb19a16c42","reason":"Same source body in authored semantic page"},{"oldId":"b-993d6d8232bf2e6c87bd90fc","targetId":"b-993d6d8232bf2e6c87bd90fc","page":"reading-opening","operation":"rewrite","beforeSHA256":"1a66cf7d55a82b0f7527859ddd0e5368c56f264de60399a8230e2de00d0acaba","afterSHA256":"c973352dfecd3c1e7c8a26ed089a8951087a83f682f227b3de93c8dcc5168934","reason":"Same source identity with figure semantics or reading context enriched"},{"oldId":"b-f35e9d8c0e6bf6d0b344ad58","targetId":"b-f35e9d8c0e6bf6d0b344ad58","page":"reading-opening","operation":"move","beforeSHA256":"5772517b1201f9efe13bb04cb40965793bbfb2044defb920a18a4690ca93b8af","afterSHA256":"5772517b1201f9efe13bb04cb40965793bbfb2044defb920a18a4690ca93b8af","reason":"Same source body in authored semantic page"},{"oldId":"b-20ca5f8cac89dbd23179fa78","targetId":"b-20ca5f8cac89dbd23179fa78","page":"reading-opening","operation":"move","beforeSHA256":"af9db8f48afeeba125b9490230557bd0aa98c406e67197f8697291fd1cf52a14","afterSHA256":"96dafa969bed5d9ad470f33155f80bcacac14d744136bb6b734389f81e9e5cf9","reason":"Same source body in authored semantic page"},{"oldId":"b-1f122e48220367bdfeba00c7","targetId":"b-1f122e48220367bdfeba00c7","page":"reading-opening","operation":"move","beforeSHA256":"c51336f20e1d778413d93dfee9689f8717a4228ddc7f0a4593271786481d265b","afterSHA256":"c51336f20e1d778413d93dfee9689f8717a4228ddc7f0a4593271786481d265b","reason":"Same source body in authored semantic page"},{"oldId":"block-4eb1163b8bc64dd5ab088d22e10318bb--4-逐问题读结果别只看总准确率","targetId":"b-e8042f985fc46ff06ab7b7a5","operation":"retain-source-identity"}],"blocks":[{"id":"b-3050085c1967a09192ef3bd4","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-3050085c1967a09192ef3bd4","content":"[LAB 14 · 图像问答：视觉条件与问题先验](/course/notebooks/11d9f74871544a77b42024a9fe06b81a.html)","sha256":"926fc2429c1a5c837765e5152b3b61fda31c10537785a439d49dec46e82a8536","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-f2eec37596a46b15e4af046b","prerequisites":[],"relatedBlocks":[]},{"id":"b-f2eec37596a46b15e4af046b","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-f2eec37596a46b15e4af046b","content":"# 4. 逐问题读结果，别只看总准确率","sha256":"68df6b228d207c33f9d90747cdf839d190fa1f7bcd82646844f7d257968445e7","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-3050085c1967a09192ef3bd4","nextBlock":"b-25ca305eacdc0713fd99ea27","prerequisites":[{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-25ca305eacdc0713fd99ea27","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-25ca305eacdc0713fd99ea27","content":"按问题继续","sha256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-f2eec37596a46b15e4af046b","nextBlock":"b-b97fcd17600551e98a4c2b19","prerequisites":[{"id":"b-f2eec37596a46b15e4af046b","url":"#b-f2eec37596a46b15e4af046b","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-b97fcd17600551e98a4c2b19","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-b97fcd17600551e98a4c2b19","content":"RGB+问题输入、question-only对照、同图换问与同问换图","sha256":"5790b0afb52508f0174b1bc581f7847035a51c5c2a46e5c821bcd9d5d61bcbb0","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-25ca305eacdc0713fd99ea27","nextBlock":"b-e8042f985fc46ff06ab7b7a5","prerequisites":[{"id":"b-f2eec37596a46b15e4af046b","url":"#b-f2eec37596a46b15e4af046b","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-e8042f985fc46ff06ab7b7a5","type":"h2","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-e8042f985fc46ff06ab7b7a5","content":"## 4. 逐问题读结果，别只看总准确率","sha256":"1fe68838bac1f3e94024769f31316795734a73b8163daa4afe9dffeb19a16c42","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-b97fcd17600551e98a4c2b19","nextBlock":"b-993d6d8232bf2e6c87bd90fc","prerequisites":[{"id":"b-f2eec37596a46b15e4af046b","url":"#b-f2eec37596a46b15e4af046b","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-993d6d8232bf2e6c87bd90fc","type":"table","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-993d6d8232bf2e6c87bd90fc","content":"| 保留集条件 | 数量 | 左侧颜色 | 右侧形状 | 全部 |\n| --- | --- | --- | --- | --- |\n| Image + question | 100.0% | 100.0% | 100.0% | 100.0% |\n| Question-only | 50.0% | 33.3% | 50.0% | 44.4% |\n| 同一模型，像素置零 | 50.0% | 33.3% | 50.0% | 44.4% |\n| 同一模型，图像循环错配 | 83.3% | 50.0% | 0.0% | 44.4% |","sha256":"c973352dfecd3c1e7c8a26ed089a8951087a83f682f227b3de93c8dcc5168934","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"table":{"headers":["保留集条件","数量","左侧颜色","右侧形状","全部"],"rows":[["保留集条件","数量","左侧颜色","右侧形状","全部"],["Image + question","100.0%","100.0%","100.0%","100.0%"],["Question-only","50.0%","33.3%","50.0%","44.4%"],["同一模型，像素置零","50.0%","33.3%","50.0%","44.4%"],["同一模型，图像循环错配","83.3%","50.0%","0.0%","44.4%"]]},"previousBlock":"b-e8042f985fc46ff06ab7b7a5","nextBlock":"b-f35e9d8c0e6bf6d0b344ad58","prerequisites":[{"id":"b-e8042f985fc46ff06ab7b7a5","url":"#b-e8042f985fc46ff06ab7b7a5","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-f35e9d8c0e6bf6d0b344ad58","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-f35e9d8c0e6bf6d0b344ad58","content":"循环错配不是各属性独立重抽：数据按组合排列，所以相邻样本常保留数量，却总改变形状。于是 83.3%/50%/0% 不是异常；它正提醒我们干预协议必须说清。不要把这个排列解释为各任务的随机机会水平。","sha256":"5772517b1201f9efe13bb04cb40965793bbfb2044defb920a18a4690ca93b8af","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-993d6d8232bf2e6c87bd90fc","nextBlock":"b-20ca5f8cac89dbd23179fa78","prerequisites":[{"id":"b-e8042f985fc46ff06ab7b7a5","url":"#b-e8042f985fc46ff06ab7b7a5","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-20ca5f8cac89dbd23179fa78","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-20ca5f8cac89dbd23179fa78","content":"![相同保留问答上的视觉、语言、零图像与错配图像比较](/assets/display/fe08ead67458f0103fca897b.webp)","sha256":"96dafa969bed5d9ad470f33155f80bcacac14d744136bb6b734389f81e9e5cf9","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-f35e9d8c0e6bf6d0b344ad58","nextBlock":"b-1f122e48220367bdfeba00c7","prerequisites":[{"id":"b-e8042f985fc46ff06ab7b7a5","url":"#b-e8042f985fc46ff06ab7b7a5","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-1f122e48220367bdfeba00c7","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb.html#b-1f122e48220367bdfeba00c7","content":"同图换问展示问题控制“读什么”，同问换图展示视觉控制“答什么”。先查控制图中红/蓝只变颜色的一对，再看代码记录的九条问答，判断本次证据是否同时满足这两个方向。","sha256":"c51336f20e1d778413d93dfee9689f8717a4228ddc7f0a4593271786481d265b","chapter":{"id":"course","title":"4. 逐问题读结果，别只看总准确率"},"unit":{"id":"notebook-blocks/4eb1163b8bc64dd5ab088d22e10318bb","title":"4. 逐问题读结果，别只看总准确率"},"page":{"id":"reading-opening","title":"4. 逐问题读结果，别只看总准确率","number":1},"sectionTitle":"4. 逐问题读结果，别只看总准确率","currentQuestion":"4. 逐问题读结果，别只看总准确率","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-20ca5f8cac89dbd23179fa78","nextBlock":null,"prerequisites":[{"id":"b-e8042f985fc46ff06ab7b7a5","url":"#b-e8042f985fc46ff06ab7b7a5","role":"section-title"},{"id":"b-3050085c1967a09192ef3bd4","url":"#b-3050085c1967a09192ef3bd4","role":"problem-context"}],"relatedBlocks":[]}]}